PGLearn-Small
Collection
Primal and dual AC/DC/SOC-OPF solutions for power grids with <1000 buses.
•
7 items
•
Updated
Datasets:
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case/json
stringclasses 1
value | input/pd
sequence | input/qd
sequence | input/gen_status
sequence | input/branch_status
sequence | input/seed
int64 1
109k
| ACOPF/primal/vm
sequence | ACOPF/primal/va
sequence | ACOPF/primal/pg
sequence | ACOPF/primal/qg
sequence | ACOPF/primal/pf
sequence | ACOPF/primal/pt
sequence | ACOPF/primal/qf
sequence | ACOPF/primal/qt
sequence | ACOPF/dual/kcl_p
sequence | ACOPF/dual/kcl_q
sequence | ACOPF/dual/vm
sequence | ACOPF/dual/pg
sequence | ACOPF/dual/qg
sequence | ACOPF/dual/ohm_pf
sequence | ACOPF/dual/ohm_pt
sequence | ACOPF/dual/ohm_qf
sequence | ACOPF/dual/ohm_qt
sequence | ACOPF/dual/pf
sequence | ACOPF/dual/pt
sequence | ACOPF/dual/qf
sequence | ACOPF/dual/qt
sequence | ACOPF/dual/va_diff
sequence | ACOPF/dual/sm_fr
sequence | ACOPF/dual/sm_to
sequence | ACOPF/dual/slack_bus
float32 -0
0
| ACOPF/meta/seed
int64 1
109k
| ACOPF/meta/formulation
stringclasses 1
value | ACOPF/meta/primal_objective_value
float32 70k
137k
| ACOPF/meta/dual_objective_value
float32 69.7k
195k
| ACOPF/meta/primal_status
stringclasses 1
value | ACOPF/meta/dual_status
stringclasses 1
value | ACOPF/meta/termination_status
stringclasses 1
value | ACOPF/meta/build_time
float32 0.01
2.02
| ACOPF/meta/extract_time
float32 0.01
1.6
| ACOPF/meta/solve_time
float32 0.11
0.68
| DCOPF/primal/va
sequence | DCOPF/primal/pg
sequence | DCOPF/primal/pf
sequence | DCOPF/dual/kcl_p
sequence | DCOPF/dual/pg
sequence | DCOPF/dual/ohm_pf
sequence | DCOPF/dual/pf
sequence | DCOPF/dual/va_diff
sequence | DCOPF/dual/slack_bus
float32 -0
0
| DCOPF/meta/seed
int64 1
109k
| DCOPF/meta/formulation
stringclasses 1
value | DCOPF/meta/primal_objective_value
float32 67.3k
126k
| DCOPF/meta/dual_objective_value
float32 67.3k
126k
| DCOPF/meta/primal_status
stringclasses 1
value | DCOPF/meta/dual_status
stringclasses 1
value | DCOPF/meta/termination_status
stringclasses 1
value | DCOPF/meta/build_time
float32 0
0.45
| DCOPF/meta/extract_time
float32 0
0.07
| DCOPF/meta/solve_time
float32 0
0.03
| SOCOPF/primal/w
sequence | SOCOPF/primal/pg
sequence | SOCOPF/primal/qg
sequence | SOCOPF/primal/pf
sequence | SOCOPF/primal/pt
sequence | SOCOPF/primal/qf
sequence | SOCOPF/primal/qt
sequence | SOCOPF/primal/wr
sequence | SOCOPF/primal/wi
sequence | SOCOPF/dual/kcl_p
sequence | SOCOPF/dual/kcl_q
sequence | SOCOPF/dual/w
sequence | SOCOPF/dual/pg
sequence | SOCOPF/dual/qg
sequence | SOCOPF/dual/ohm_pf
sequence | SOCOPF/dual/ohm_pt
sequence | SOCOPF/dual/ohm_qf
sequence | SOCOPF/dual/ohm_qt
sequence | SOCOPF/dual/jabr
array 2D | SOCOPF/dual/sm_fr
array 2D | SOCOPF/dual/sm_to
array 2D | SOCOPF/dual/va_diff
sequence | SOCOPF/dual/wr
sequence | SOCOPF/dual/wi
sequence | SOCOPF/dual/pf
sequence | SOCOPF/dual/pt
sequence | SOCOPF/dual/qf
sequence | SOCOPF/dual/qt
sequence | SOCOPF/meta/seed
int64 1
109k
| SOCOPF/meta/formulation
stringclasses 1
value | SOCOPF/meta/primal_objective_value
float32 69.3k
131k
| SOCOPF/meta/dual_objective_value
float32 69.3k
131k
| SOCOPF/meta/primal_status
stringclasses 1
value | SOCOPF/meta/dual_status
stringclasses 1
value | SOCOPF/meta/termination_status
stringclasses 1
value | SOCOPF/meta/build_time
float32 0.01
0.52
| SOCOPF/meta/extract_time
float32 0.01
4.36
| SOCOPF/meta/solve_time
float32 0.08
4.28
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
"{\"DCOPF\": {\"dual\": {\"va_diff\": [-0.0, -0.0, -0.0, -0.0, -0.0, -0.0, -0.0, -0.0, -0.0, -0.0, -(...TRUNCATED) | [0.4628215730190277,0.16815027594566345,0.376695841550827,0.3868635594844818,0.4379851520061493,0.17(...TRUNCATED) | [0.269130140542984,0.07745358347892761,0.08982517570257187,0.08347315341234207,0.21633456647396088,0(...TRUNCATED) | [true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true(...TRUNCATED) | [true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true(...TRUNCATED) | 1 | [1.0274158716201782,1.0347585678100586,1.0343550443649292,1.059999942779541,1.0580389499664307,1.052(...TRUNCATED) | [-0.24322904646396637,-0.23732928931713104,-0.22847998142242432,-0.16670039296150208,-0.158074453473(...TRUNCATED) | [0.0,0.0,0.0,0.0,5.049999713897705,-9.064139661063564e-9,0.0,0.0,0.0,0.0,1.7638749127968367e-8,4.849(...TRUNCATED) | 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"{\"DCOPF\": {\"dual\": {\"va_diff\": [-0.0, -0.0, -0.0, -0.0, -0.0, -0.0, -0.0, -0.0, -0.0, -0.0, -(...TRUNCATED) | [0.4097145199775696,0.15521889925003052,0.42251715064048767,0.42233261466026306,0.4141237735748291,0(...TRUNCATED) | [0.2385912537574768,0.08142591267824173,0.09263955801725388,0.12658771872520447,0.2293466478586197,0(...TRUNCATED) | [true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true(...TRUNCATED) | [true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true(...TRUNCATED) | 3 | [1.0293108224868774,1.0350428819656372,1.0349642038345337,1.059999942779541,1.057956576347351,1.0524(...TRUNCATED) | [-0.291117399930954,-0.28541237115859985,-0.2780705392360687,-0.2168857306241989,-0.2078396528959274(...TRUNCATED) | [0.0,0.0,0.0,0.0,5.049999713897705,-9.05953267960058e-9,0.0,0.0,0.0,0.0,2.0839276970718856e-8,4.8499(...TRUNCATED) | 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[-2.8425193931980175e-7,-2.2114288640295854e-6,-5.234521722741192e-6,-3.625838871812448e-6,5.8566124(...TRUNCATED) | [2.2772329089093546e-7,2.293570844358328e-7,-1.8685370832827175e-6,1.9258837369307003e-7,3.137461135(...TRUNCATED) | [-1.226672594611955e-7,-2.2291830248377664e-7,1.8350683603785e-6,-3.3658662346169876e-7,-4.620911511(...TRUNCATED) | 12 | OPFGenerator.SOCOPF | 106,391.828125 | 106,391.8125 | FEASIBLE_POINT | FEASIBLE_POINT | OPTIMAL | 0.011175 | 0.015333 | 0.093598 |
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