--- 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 ---