Dataset Preview
Duplicate
The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
The dataset generation failed
Error code:   DatasetGenerationError
Exception:    ParserError
Message:      Error tokenizing data. C error: Expected 3 fields in line 7, saw 4

Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1779, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/csv/csv.py", line 198, in _generate_tables
                  for batch_idx, df in enumerate(csv_file_reader):
                                       ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/pandas/io/parsers/readers.py", line 1843, in __next__
                  return self.get_chunk()
                         ^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/pandas/io/parsers/readers.py", line 1985, in get_chunk
                  return self.read(nrows=size)
                         ^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/pandas/io/parsers/readers.py", line 1923, in read
                  ) = self._engine.read(  # type: ignore[attr-defined]
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/pandas/io/parsers/c_parser_wrapper.py", line 234, in read
                  chunks = self._reader.read_low_memory(nrows)
                           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "pandas/_libs/parsers.pyx", line 850, in pandas._libs.parsers.TextReader.read_low_memory
                File "pandas/_libs/parsers.pyx", line 905, in pandas._libs.parsers.TextReader._read_rows
                File "pandas/_libs/parsers.pyx", line 874, in pandas._libs.parsers.TextReader._tokenize_rows
                File "pandas/_libs/parsers.pyx", line 891, in pandas._libs.parsers.TextReader._check_tokenize_status
                File "pandas/_libs/parsers.pyx", line 2061, in pandas._libs.parsers.raise_parser_error
              pandas.errors.ParserError: Error tokenizing data. C error: Expected 3 fields in line 7, saw 4
              
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1347, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 882, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1832, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

time/s
float64
control/V/mA
float64
Ecell/V
float64
<I>/mA
float64
Q discharge/mA.h
float64
Q charge/mA.h
float64
control/V
float64
control/mA
float64
cycle number
float64
0
875
3.098623
0.848889
0
0.000485
0
875
1
0.22
875
3.103623
874.760337
0
0.053943
0
875
1
1.404
875
3.108624
874.908625
0
0.341691
0
875
1
3.156
875
3.113624
874.934011
0
0.767492
0
875
1
5.294
875
3.118624
874.938549
0
1.287108
0
875
1
7.686
875
3.123625
874.953846
0
1.868466
0
875
1
10.324
875
3.128625
874.944353
0
2.509606
0
875
1
13.176001
875
3.133625
874.930972
0
3.202746
0
875
1
16.212001
875
3.138625
874.935882
0
3.940609
0
875
1
19.382001
875
3.143626
874.916984
0
4.711022
0
875
1
22.712001
875
3.148626
874.945881
0
5.520347
0
875
1
26.268001
875
3.153666
874.93873
0
6.384592
0
875
1
29.984001
875
3.158666
874.959024
0
7.287744
0
875
1
33.772002
875
3.163705
874.927578
0
8.208362
0
875
1
37.812002
875
3.168706
874.924283
0
9.190222
0
875
1
41.986002
875
3.173706
874.933234
0
10.204658
0
875
1
46.312002
875
3.178706
874.938938
0
11.256043
0
875
1
50.876002
875
3.183706
874.931586
0
12.365262
0
875
1
55.546003
875
3.188707
874.937292
0
13.50025
0
875
1
60.564003
875
3.193707
874.95726
0
14.719844
0
875
1
65.632003
875
3.198707
874.960907
0
15.951594
0
875
1
70.980003
875
3.203747
874.954685
0
17.251388
0
875
1
76.492004
875
3.208747
874.95885
0
18.591047
0
875
1
82.198004
875
3.213747
874.945592
0
19.977836
0
875
1
88.280004
875
3.218748
874.956978
0
21.456027
0
875
1
94.488004
875
3.223748
874.933514
0
22.964802
0
875
1
100.770005
875
3.228748
874.973706
0
24.491631
0
875
1
107.502005
875
3.233748
874.955944
0
26.127799
0
875
1
114.414005
875
3.238749
874.962092
0
27.807726
0
875
1
121.510006
875
3.243749
874.947011
0
29.532344
0
875
1
128.640006
875
3.248749
874.965723
0
31.265262
0
875
1
136.412006
875
3.253749
874.953534
0
33.15419
0
875
1
144.130007
875
3.25875
874.982029
0
35.030054
0
875
1
152.232007
875
3.26375
874.972309
0
36.999228
0
875
1
160.610008
875
3.26879
874.994044
0
39.035533
0
875
1
169.216008
875
3.27379
874.972086
0
41.127203
0
875
1
178.132008
875
3.27879
874.972572
0
43.294218
0
875
1
187.144009
875
3.283869
874.961287
0
45.484538
0
875
1
196.772009
875
3.288869
874.974246
0
47.824608
0
875
1
206.39801
875
3.29387
874.982735
0
50.164215
0
875
1
216.18801
875
3.29887
874.985294
0
52.543689
0
875
1
226.476011
875
3.30387
874.98855
0
55.044212
0
875
1
237.260011
875
3.30887
875.00504
0
57.665338
0
875
1
248.078012
875
3.313871
874.991848
0
60.294689
0
875
1
259.200012
875
3.318871
874.973257
0
62.99787
0
875
1
270.594013
875
3.323871
874.993395
0
65.767225
0
875
1
282.604013
875
3.328871
875.00581
0
68.686341
0
875
1
295.130014
875
3.333872
875.006175
0
71.730877
0
875
1
307.766015
875
3.338872
874.951291
0
74.801956
0
875
1
321.024015
875
3.343912
874.94539
0
78.024186
0
875
1
334.796016
875
3.348912
874.962753
0
81.371405
0
875
1
349.300017
875
3.353912
874.935942
0
84.896424
0
875
1
364.128017
875
3.358913
874.932107
0
88.500173
0
875
1
379.346018
875
3.363913
874.927603
0
92.198686
0
875
1
395.410019
875
3.368913
874.909456
0
96.102727
0
875
1
412.37002
875
3.373913
874.907759
0
100.224515
0
875
1
429.74402
875
3.379031
874.89644
0
104.446862
0
875
1
448.442021
875
3.384111
874.899659
0
108.990994
0
875
1
466.916022
875
3.38915
875.024007
0
113.481326
0
875
1
485.884023
875
3.39419
875.0057
0
118.091634
0
875
1
506.158024
875
3.39919
875.006246
0
123.019378
0
875
1
528.348025
875
3.40423
874.992389
0
128.412734
0
875
1
550.906026
875
3.40923
875.014065
0
133.895669
0
875
1
575.378027
875
3.41423
874.958795
0
139.843445
0
875
1
600.782029
875
3.419231
874.954965
0
146.017711
0
875
1
627.23403
875
3.42431
874.918161
0
152.446416
0
875
1
655.722031
875
3.42931
874.941253
0
159.370118
0
875
1
684.666033
875
3.43431
874.909921
0
166.404394
0
875
1
714.666034
875
3.438877
874.918284
0
173.69538
0
875
1
744.666035
875
3.443326
874.869319
0
180.985958
0
875
1
774.666037
875
3.447106
874.839132
0
188.276284
0
875
1
804.666038
875
3.450571
874.832701
0
195.566557
0
875
1
834.66604
875
3.453484
874.823263
0
202.856751
0
875
1
864.666041
875
3.456319
874.812247
0
210.146854
0
875
1
894.666042
875
3.458996
874.788115
0
217.436755
0
875
1
924.666044
875
3.461477
874.780906
0
224.726596
0
875
1
954.666045
875
3.463997
874.767107
0
232.016322
0
875
1
984.666047
875
3.466517
874.737419
0
239.305801
0
875
1
1,014.666048
875
3.468879
874.724604
0
246.595173
0
875
1
1,044.66605
875
3.471162
874.706012
0
253.88439
0
875
1
1,074.666051
875
3.473485
874.693447
0
261.173503
0
875
1
1,104.666052
875
3.475848
874.689481
0
268.462582
0
875
1
1,134.666054
875
3.47821
874.669248
0
275.751493
0
875
1
1,164.666055
875
3.480533
874.653781
0
283.040275
0
875
1
1,194.666057
875
3.482817
874.641176
0
290.328952
0
875
1
1,224.666058
875
3.485218
874.64778
0
297.617684
0
875
1
1,254.66606
875
3.487462
874.664836
0
304.906557
0
875
1
1,284.666061
875
3.489825
874.664548
0
312.195429
0
875
1
1,314.666062
875
3.49199
874.663011
0
319.484288
0
875
1
1,344.666064
875
3.494274
874.646178
0
326.773006
0
875
1
1,374.666065
875
3.496518
874.639193
0
334.061667
0
875
1
1,404.666067
875
3.498762
874.556946
0
341.349642
0
875
1
1,434.666068
875
3.500849
874.479899
0
348.636974
0
875
1
1,464.66607
875
3.503133
874.47663
0
355.92428
0
875
1
1,494.666071
875
3.505298
874.483353
0
363.211642
0
875
1
1,524.666072
875
3.507424
874.481699
0
370.498989
0
875
1
1,554.666074
875
3.509589
874.484193
0
377.786358
0
875
1
1,584.666075
875
3.511755
874.491362
0
385.073786
0
875
1
1,614.666077
875
3.513921
874.49383
0
392.361235
0
875
1
1,644.666078
875
3.515968
874.475658
0
399.648533
0
875
1
End of preview.

Data-driven capacity estimation from voltage relaxation

BSEBench status: raw_mirror_pending_validation

This dataset repository is a private raw mirror of the Zenodo record for "Data-driven capacity estimation of commercial lithium-ion batteries from voltage relaxation". The payload files are the original ZIP archives from Zenodo, preserved without extraction or content transformation under source/.

Source

  • Source: Zenodo
  • Source URL: https://doi.org/10.5281/zenodo.6405084
  • Zenodo record: https://zenodo.org/records/6405084
  • DOI: 10.5281/zenodo.6405084
  • License: CC BY 4.0 (cc-by-4.0)
  • Publication date: 2022-04-01
  • Download date: 2026-05-08
  • Credited institutions include Tongji University, Karlsruhe Institute of Technology, University of British Columbia, and Technische Universitaet Muenchen.

Citation

Please cite the original Zenodo record and associated publication when using these files:

Zhu, Jiangong, Wang, Yixiu, Huang, Yuan, Gopaluni, R. Bhushan, Cao, Yankai, Heere, Michael, Muehlbauer, Martin J., Mereacre, Liuda, Dai, Haifeng, Liu, Xinhua, Senyshyn, Anatoliy, Wei, Xuezhe, Knapp, Michael, & Ehrenberg, Helmut. Data-driven capacity estimation of commercial lithium-ion batteries from voltage relaxation. Zenodo. https://doi.org/10.5281/zenodo.6405084

Files

Path Bytes SHA-256
source/Dataset_2_NCM_battery.zip 737047539 942e1dc6cdaf900be350dd36dcb2b310cc49872775f1650e7b3306667e439d0f
source/Dataset_1_NCA_battery.zip 579629324 0d58f6f09f4ada76c2c3ab038ce98926ebdba7d18aaa31a9d7bebdccc9a834ac
source/Dataset_3_NCM_NCA_battery.zip 356066478 a82e33ada100f91ab6cf99a654bb9f0572ce48ee7edbc5dad9d0665e7eccfe3a
source/Impedance raw data and fitting data.zip 1349129 f0be0e3f4ef7478da13ca0c978aa1716c00f36e19e9cf29e077a3414053eee00

Provenance and Integrity

BSEBENCH_SOURCE.json contains machine-readable provenance, source URLs, source checksums, local SHA-256 checksums, and verification status. SHA256SUMS.txt contains checksums for the uploaded repository files excluding itself and local validation outputs.

No benchmark validation, normalization, or leaderboard evaluation has been performed in this raw mirror.

Downloads last month
31