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Datasets:
PGLearn
/
PGLearn-Small-14_ieee

Tasks:
Tabular Regression
Modalities:
Tabular
Text
Time-series
Formats:
parquet
Size:
100K - 1M
Tags:
energy
optimization
optimal_power_flow
power_grid
Libraries:
Datasets
Dask
License:
Dataset card Data Studio Files
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PGLearn-Small-14_ieee / README.md
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---
license: cc-by-sa-4.0
tags:
- energy
- optimization
- optimal_power_flow
- power_grid
pretty_name: PGLearn Optimal Power Flow (small)
size_categories:
- 1M<n<10M
task_categories:
- tabular-regression
dataset_info:
 config_name: 14_ieee
 features:
 - name: case/json
 dtype: string
 - name: input/pd
 sequence: float32
 length: 11
 - name: input/qd
 sequence: float32
 length: 11
 - name: input/gen_status
 sequence: bool
 length: 5
 - name: input/branch_status
 sequence: bool
 length: 20
 - name: input/seed
 dtype: int64
 - name: ACOPF/primal/vm
 sequence: float32
 length: 14
 - name: ACOPF/primal/va
 sequence: float32
 length: 14
 - name: ACOPF/primal/pg
 sequence: float32
 length: 5
 - name: ACOPF/primal/qg
 sequence: float32
 length: 5
 - name: ACOPF/primal/pf
 sequence: float32
 length: 20
 - name: ACOPF/primal/pt
 sequence: float32
 length: 20
 - name: ACOPF/primal/qf
 sequence: float32
 length: 20
 - name: ACOPF/primal/qt
 sequence: float32
 length: 20
 - name: ACOPF/dual/kcl_p
 sequence: float32
 length: 14
 - name: ACOPF/dual/kcl_q
 sequence: float32
 length: 14
 - name: ACOPF/dual/vm
 sequence: float32
 length: 14
 - name: ACOPF/dual/pg
 sequence: float32
 length: 5
 - name: ACOPF/dual/qg
 sequence: float32
 length: 5
 - name: ACOPF/dual/ohm_pf
 sequence: float32
 length: 20
 - name: ACOPF/dual/ohm_pt
 sequence: float32
 length: 20
 - name: ACOPF/dual/ohm_qf
 sequence: float32
 length: 20
 - name: ACOPF/dual/ohm_qt
 sequence: float32
 length: 20
 - name: ACOPF/dual/pf
 sequence: float32
 length: 20
 - name: ACOPF/dual/pt
 sequence: float32
 length: 20
 - name: ACOPF/dual/qf
 sequence: float32
 length: 20
 - name: ACOPF/dual/qt
 sequence: float32
 length: 20
 - name: ACOPF/dual/va_diff
 sequence: float32
 length: 20
 - name: ACOPF/dual/sm_fr
 sequence: float32
 length: 20
 - name: ACOPF/dual/sm_to
 sequence: float32
 length: 20
 - name: ACOPF/dual/slack_bus
 dtype: float32
 - name: ACOPF/meta/seed
 dtype: int64
 - name: ACOPF/meta/formulation
 dtype: string
 - name: ACOPF/meta/primal_objective_value
 dtype: float32
 - name: ACOPF/meta/dual_objective_value
 dtype: float32
 - name: ACOPF/meta/primal_status
 dtype: string
 - name: ACOPF/meta/dual_status
 dtype: string
 - name: ACOPF/meta/termination_status
 dtype: string
 - name: ACOPF/meta/build_time
 dtype: float32
 - name: ACOPF/meta/extract_time
 dtype: float32
 - name: ACOPF/meta/solve_time
 dtype: float32
 - name: DCOPF/primal/va
 sequence: float32
 length: 14
 - name: DCOPF/primal/pg
 sequence: float32
 length: 5
 - name: DCOPF/primal/pf
 sequence: float32
 length: 20
 - name: DCOPF/dual/kcl_p
 sequence: float32
 length: 14
 - name: DCOPF/dual/pg
 sequence: float32
 length: 5
 - name: DCOPF/dual/ohm_pf
 sequence: float32
 length: 20
 - name: DCOPF/dual/pf
 sequence: float32
 length: 20
 - name: DCOPF/dual/va_diff
 sequence: float32
 length: 20
 - name: DCOPF/dual/slack_bus
 dtype: float32
 - name: DCOPF/meta/seed
 dtype: int64
 - name: DCOPF/meta/formulation
 dtype: string
 - name: DCOPF/meta/primal_objective_value
 dtype: float32
 - name: DCOPF/meta/dual_objective_value
 dtype: float32
 - name: DCOPF/meta/primal_status
 dtype: string
 - name: DCOPF/meta/dual_status
 dtype: string
 - name: DCOPF/meta/termination_status
 dtype: string
 - name: DCOPF/meta/build_time
 dtype: float32
 - name: DCOPF/meta/extract_time
 dtype: float32
 - name: DCOPF/meta/solve_time
 dtype: float32
 - name: SOCOPF/primal/w
 sequence: float32
 length: 14
 - name: SOCOPF/primal/pg
 sequence: float32
 length: 5
 - name: SOCOPF/primal/qg
 sequence: float32
 length: 5
 - name: SOCOPF/primal/pf
 sequence: float32
 length: 20
 - name: SOCOPF/primal/pt
 sequence: float32
 length: 20
 - name: SOCOPF/primal/qf
 sequence: float32
 length: 20
 - name: SOCOPF/primal/qt
 sequence: float32
 length: 20
 - name: SOCOPF/primal/wr
 sequence: float32
 length: 20
 - name: SOCOPF/primal/wi
 sequence: float32
 length: 20
 - name: SOCOPF/dual/kcl_p
 sequence: float32
 length: 14
 - name: SOCOPF/dual/kcl_q
 sequence: float32
 length: 14
 - name: SOCOPF/dual/w
 sequence: float32
 length: 14
 - name: SOCOPF/dual/pg
 sequence: float32
 length: 5
 - name: SOCOPF/dual/qg
 sequence: float32
 length: 5
 - name: SOCOPF/dual/ohm_pf
 sequence: float32
 length: 20
 - name: SOCOPF/dual/ohm_pt
 sequence: float32
 length: 20
 - name: SOCOPF/dual/ohm_qf
 sequence: float32
 length: 20
 - name: SOCOPF/dual/ohm_qt
 sequence: float32
 length: 20
 - name: SOCOPF/dual/jabr
 dtype:
 array2_d:
 shape:
 - 20
 - 4
 dtype: float32
 - name: SOCOPF/dual/sm_fr
 dtype:
 array2_d:
 shape:
 - 20
 - 3
 dtype: float32
 - name: SOCOPF/dual/sm_to
 dtype:
 array2_d:
 shape:
 - 20
 - 3
 dtype: float32
 - name: SOCOPF/dual/va_diff
 sequence: float32
 length: 20
 - name: SOCOPF/dual/wr
 sequence: float32
 length: 20
 - name: SOCOPF/dual/wi
 sequence: float32
 length: 20
 - name: SOCOPF/dual/pf
 sequence: float32
 length: 20
 - name: SOCOPF/dual/pt
 sequence: float32
 length: 20
 - name: SOCOPF/dual/qf
 sequence: float32
 length: 20
 - name: SOCOPF/dual/qt
 sequence: float32
 length: 20
 - name: SOCOPF/meta/seed
 dtype: int64
 - name: SOCOPF/meta/formulation
 dtype: string
 - name: SOCOPF/meta/primal_objective_value
 dtype: float32
 - name: SOCOPF/meta/dual_objective_value
 dtype: float32
 - name: SOCOPF/meta/primal_status
 dtype: string
 - name: SOCOPF/meta/dual_status
 dtype: string
 - name: SOCOPF/meta/termination_status
 dtype: string
 - name: SOCOPF/meta/build_time
 dtype: float32
 - name: SOCOPF/meta/extract_time
 dtype: float32
 - name: SOCOPF/meta/solve_time
 dtype: float32
 splits:
 - name: train
 num_bytes: 29023242427
 num_examples: 756205
 - name: test
 num_bytes: 7255839392
 num_examples: 189052
 download_size: 5716674030
 dataset_size: 36279081819
configs:
- config_name: 14_ieee
 data_files:
 - split: train
 path: 14_ieee/train-*
 - split: test
 path: 14_ieee/test-*
 default: true
---