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Datasets:
PGLearn
/
PGLearn-Small

Tasks:
Tabular Regression
Size:
1M<n<10M
Tags:
energy
optimization
optimal_power_flow
power_grid
License:
Dataset card Files Community
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klamike commited on
Commit
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  1. 14_ieee/case.json.gz +3 -0
  2. 14_ieee/config.toml +41 -0
  3. 14_ieee/infeasible/ACOPF/dual.h5.gz +3 -0
  4. 14_ieee/infeasible/ACOPF/meta.h5.gz +3 -0
  5. 14_ieee/infeasible/ACOPF/primal.h5.gz +3 -0
  6. 14_ieee/infeasible/DCOPF/dual.h5.gz +3 -0
  7. 14_ieee/infeasible/DCOPF/meta.h5.gz +3 -0
  8. 14_ieee/infeasible/DCOPF/primal.h5.gz +3 -0
  9. 14_ieee/infeasible/SOCOPF/dual.h5.gz +3 -0
  10. 14_ieee/infeasible/SOCOPF/meta.h5.gz +3 -0
  11. 14_ieee/infeasible/SOCOPF/primal.h5.gz +3 -0
  12. 14_ieee/infeasible/input.h5.gz +3 -0
  13. 14_ieee/test/ACOPF/dual.h5.gz +3 -0
  14. 14_ieee/test/ACOPF/meta.h5.gz +3 -0
  15. 14_ieee/test/ACOPF/primal.h5.gz +3 -0
  16. 14_ieee/test/DCOPF/dual.h5.gz +3 -0
  17. 14_ieee/test/DCOPF/meta.h5.gz +3 -0
  18. 14_ieee/test/DCOPF/primal.h5.gz +3 -0
  19. 14_ieee/test/SOCOPF/dual.h5.gz +3 -0
  20. 14_ieee/test/SOCOPF/meta.h5.gz +3 -0
  21. 14_ieee/test/SOCOPF/primal.h5.gz +3 -0
  22. 14_ieee/test/input.h5.gz +3 -0
  23. 14_ieee/train/ACOPF/dual.h5.gz +3 -0
  24. 14_ieee/train/ACOPF/meta.h5.gz +3 -0
  25. 14_ieee/train/ACOPF/primal.h5.gz +3 -0
  26. 14_ieee/train/DCOPF/dual.h5.gz +3 -0
  27. 14_ieee/train/DCOPF/meta.h5.gz +3 -0
  28. 14_ieee/train/DCOPF/primal.h5.gz +3 -0
  29. 14_ieee/train/SOCOPF/dual.h5.gz +3 -0
  30. 14_ieee/train/SOCOPF/meta.h5.gz +3 -0
  31. 14_ieee/train/SOCOPF/primal.h5.gz +3 -0
  32. 14_ieee/train/input.h5.gz +3 -0
14_ieee/case.json.gz ADDED
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14_ieee/config.toml ADDED
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+ # Name of the reference PGLib case. Must be a valid PGLib case name.
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+ pglib_case = "pglib_opf_case14_ieee"
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+ floating_point_type = "Float32"
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+
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+ [sampler]
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+ # data sampler options
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+ [sampler.load]
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+ noise_type = "ScaledUniform" # Only "ScaledLogNormal" is supported at the moment
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+ l = 0.80 # Lower bound of base load factor
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+ u = 1.20 # Upper bound of base load factor
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+ sigma = 0.20 # Relative (multiplicative) noise level.
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+
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+ [OPF]
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+
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+ [OPF.ACOPF]
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+ type = "ACOPF"
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+ solver.name = "Ipopt"
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+ solver.attributes.tol = 1e-6
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+ solver.attributes.linear_solver = "ma27"
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+
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+ [OPF.DCOPF]
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+ # Formulation/solver options
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+ type = "DCOPF"
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+ solver.name = "HiGHS"
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+
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+ [OPF.SOCOPF]
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+ type = "SOCOPF"
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+ solver.name = "Clarabel"
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+ # Tight tolerances
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+ solver.attributes.tol_gap_abs = 1e-6
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+ solver.attributes.tol_gap_rel = 1e-6
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+ solver.attributes.tol_feas = 1e-6
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+ solver.attributes.tol_infeas_rel = 1e-6
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+ solver.attributes.tol_ktratio = 1e-6
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+ # Reduced accuracy settings
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+ solver.attributes.reduced_tol_gap_abs = 1e-6
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+ solver.attributes.reduced_tol_gap_rel = 1e-6
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+ solver.attributes.reduced_tol_feas = 1e-6
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+ solver.attributes.reduced_tol_infeas_abs = 1e-6
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+ solver.attributes.reduced_tol_infeas_rel = 1e-6
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+ solver.attributes.reduced_tol_ktratio = 1e-6
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