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Datasets:
PGLearn
/
PGLearn-Small-89_pegase

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
xet
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13
PGLearn-Small-89_pegase / 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 (89_pegase)
task_categories:
- tabular-regression
dataset_info:
config_name: 89_pegase
features:
- name: case/json
dtype: string
- name: input/pd
sequence: float32
length: 35
- name: input/qd
sequence: float32
length: 35
- name: input/gen_status
sequence: bool
length: 12
- name: input/branch_status
sequence: bool
length: 210
- name: input/seed
dtype: int64
- name: ACOPF/primal/vm
sequence: float32
length: 89
- name: ACOPF/primal/va
sequence: float32
length: 89
- name: ACOPF/primal/pg
sequence: float32
length: 12
- name: ACOPF/primal/qg
sequence: float32
length: 12
- name: ACOPF/primal/pf
sequence: float32
length: 210
- name: ACOPF/primal/pt
sequence: float32
length: 210
- name: ACOPF/primal/qf
sequence: float32
length: 210
- name: ACOPF/primal/qt
sequence: float32
length: 210
- name: ACOPF/dual/kcl_p
sequence: float32
length: 89
- name: ACOPF/dual/kcl_q
sequence: float32
length: 89
- name: ACOPF/dual/vm
sequence: float32
length: 89
- name: ACOPF/dual/pg
sequence: float32
length: 12
- name: ACOPF/dual/qg
sequence: float32
length: 12
- name: ACOPF/dual/ohm_pf
sequence: float32
length: 210
- name: ACOPF/dual/ohm_pt
sequence: float32
length: 210
- name: ACOPF/dual/ohm_qf
sequence: float32
length: 210
- name: ACOPF/dual/ohm_qt
sequence: float32
length: 210
- name: ACOPF/dual/pf
sequence: float32
length: 210
- name: ACOPF/dual/pt
sequence: float32
length: 210
- name: ACOPF/dual/qf
sequence: float32
length: 210
- name: ACOPF/dual/qt
sequence: float32
length: 210
- name: ACOPF/dual/va_diff
sequence: float32
length: 210
- name: ACOPF/dual/sm_fr
sequence: float32
length: 210
- name: ACOPF/dual/sm_to
sequence: float32
length: 210
- 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: 89
- name: DCOPF/primal/pg
sequence: float32
length: 12
- name: DCOPF/primal/pf
sequence: float32
length: 210
- name: DCOPF/dual/kcl_p
sequence: float32
length: 89
- name: DCOPF/dual/pg
sequence: float32
length: 12
- name: DCOPF/dual/ohm_pf
sequence: float32
length: 210
- name: DCOPF/dual/pf
sequence: float32
length: 210
- name: DCOPF/dual/va_diff
sequence: float32
length: 210
- 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: 89
- name: SOCOPF/primal/pg
sequence: float32
length: 12
- name: SOCOPF/primal/qg
sequence: float32
length: 12
- name: SOCOPF/primal/pf
sequence: float32
length: 210
- name: SOCOPF/primal/pt
sequence: float32
length: 210
- name: SOCOPF/primal/qf
sequence: float32
length: 210
- name: SOCOPF/primal/qt
sequence: float32
length: 210
- name: SOCOPF/primal/wr
sequence: float32
length: 210
- name: SOCOPF/primal/wi
sequence: float32
length: 210
- name: SOCOPF/dual/kcl_p
sequence: float32
length: 89
- name: SOCOPF/dual/kcl_q
sequence: float32
length: 89
- name: SOCOPF/dual/w
sequence: float32
length: 89
- name: SOCOPF/dual/pg
sequence: float32
length: 12
- name: SOCOPF/dual/qg
sequence: float32
length: 12
- name: SOCOPF/dual/ohm_pf
sequence: float32
length: 210
- name: SOCOPF/dual/ohm_pt
sequence: float32
length: 210
- name: SOCOPF/dual/ohm_qf
sequence: float32
length: 210
- name: SOCOPF/dual/ohm_qt
sequence: float32
length: 210
- name: SOCOPF/dual/jabr
dtype:
array2_d:
shape:
- 210
- 4
dtype: float32
- name: SOCOPF/dual/sm_fr
dtype:
array2_d:
shape:
- 210
- 3
dtype: float32
- name: SOCOPF/dual/sm_to
dtype:
array2_d:
shape:
- 210
- 3
dtype: float32
- name: SOCOPF/dual/va_diff
sequence: float32
length: 210
- name: SOCOPF/dual/wr
sequence: float32
length: 210
- name: SOCOPF/dual/wi
sequence: float32
length: 210
- name: SOCOPF/dual/pf
sequence: float32
length: 210
- name: SOCOPF/dual/pt
sequence: float32
length: 210
- name: SOCOPF/dual/qf
sequence: float32
length: 210
- name: SOCOPF/dual/qt
sequence: float32
length: 210
- 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: 242326342926
num_examples: 704792
- name: test
num_bytes: 60581585731
num_examples: 176198
download_size: 50015169304
dataset_size: 302907928657
configs:
- config_name: 89_pegase
data_files:
- split: train
path: 89_pegase/train-*
- split: test
path: 89_pegase/test-*
default: true
---