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Datasets:
PGLearn
/
PGLearn-ExtraLarge-Midwest24k

Tasks:
Tabular Regression
Modalities:
Tabular
Text
Time-series
Formats:
parquet
Size:
10K - 100K
Tags:
energy
optimization
optimal_power_flow
power_grid
Libraries:
Datasets
Dask
License:
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PGLearn-ExtraLarge-Midwest24k / README.md
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metadata
license: cc-by-sa-4.0
tags:
  - energy
  - optimization
  - optimal_power_flow
  - power_grid
pretty_name: PGLearn Optimal Power Flow (Midwest24k)
task_categories:
  - tabular-regression
dataset_info:
  config_name: Midwest24k
  features:
    - name: input/pd
      sequence: float32
      length: 11731
    - name: input/qd
      sequence: float32
      length: 11731
    - name: input/gen_status
      sequence: bool
      length: 5646
    - name: input/branch_status
      sequence: bool
      length: 33739
    - name: input/seed
      dtype: int64
    - name: DCOPF/primal/va
      sequence: float32
      length: 23643
    - name: DCOPF/primal/pg
      sequence: float32
      length: 5646
    - name: DCOPF/primal/pf
      sequence: float32
      length: 33739
    - name: DCOPF/dual/kcl_p
      sequence: float32
      length: 23643
    - name: DCOPF/dual/pg
      sequence: float32
      length: 5646
    - name: DCOPF/dual/ohm_pf
      sequence: float32
      length: 33739
    - name: DCOPF/dual/pf
      sequence: float32
      length: 33739
    - name: DCOPF/dual/va_diff
      sequence: float32
      length: 33739
    - 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: 23643
    - name: SOCOPF/primal/pg
      sequence: float32
      length: 5646
    - name: SOCOPF/primal/qg
      sequence: float32
      length: 5646
    - name: SOCOPF/primal/pf
      sequence: float32
      length: 33739
    - name: SOCOPF/primal/pt
      sequence: float32
      length: 33739
    - name: SOCOPF/primal/qf
      sequence: float32
      length: 33739
    - name: SOCOPF/primal/qt
      sequence: float32
      length: 33739
    - name: SOCOPF/primal/wr
      sequence: float32
      length: 33739
    - name: SOCOPF/primal/wi
      sequence: float32
      length: 33739
    - name: SOCOPF/dual/kcl_p
      sequence: float32
      length: 23643
    - name: SOCOPF/dual/kcl_q
      sequence: float32
      length: 23643
    - name: SOCOPF/dual/w
      sequence: float32
      length: 23643
    - name: SOCOPF/dual/pg
      sequence: float32
      length: 5646
    - name: SOCOPF/dual/qg
      sequence: float32
      length: 5646
    - name: SOCOPF/dual/ohm_pf
      sequence: float32
      length: 33739
    - name: SOCOPF/dual/ohm_pt
      sequence: float32
      length: 33739
    - name: SOCOPF/dual/ohm_qf
      sequence: float32
      length: 33739
    - name: SOCOPF/dual/ohm_qt
      sequence: float32
      length: 33739
    - name: SOCOPF/dual/jabr
      dtype:
        array2_d:
          shape:
            - 33739
            - 4
          dtype: float32
    - name: SOCOPF/dual/sm_fr
      dtype:
        array2_d:
          shape:
            - 33739
            - 3
          dtype: float32
    - name: SOCOPF/dual/sm_to
      dtype:
        array2_d:
          shape:
            - 33739
            - 3
          dtype: float32
    - name: SOCOPF/dual/va_diff
      sequence: float32
      length: 33739
    - name: SOCOPF/dual/wr
      sequence: float32
      length: 33739
    - name: SOCOPF/dual/wi
      sequence: float32
      length: 33739
    - name: SOCOPF/dual/pf
      sequence: float32
      length: 33739
    - name: SOCOPF/dual/pt
      sequence: float32
      length: 33739
    - name: SOCOPF/dual/qf
      sequence: float32
      length: 33739
    - name: SOCOPF/dual/qt
      sequence: float32
      length: 33739
    - 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: data
      num_bytes: 262735979655
      num_examples: 52699
  download_size: 251886455051
  dataset_size: 262735979655
configs:
  - config_name: Midwest24k
    data_files:
      - split: data
        path: Midwest24k/data-*
    default: true