PGLearn-Medium
Collection
Primal and dual AC/DC/SOC-OPF solutions for grids with 1000-5000 buses.
•
2 items
•
Updated
Datasets:
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input/pd
sequence | input/qd
sequence | input/gen_status
sequence | input/branch_status
sequence | input/seed
int64 1
9.36k
| 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
9.36k
| ACOPF/meta/formulation
stringclasses 1
value | ACOPF/meta/primal_objective_value
float32 963k
1.76M
| ACOPF/meta/dual_objective_value
float32 1.19M
156M
| 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 0.47
2.1
| ACOPF/meta/extract_time
float32 0.39
1.41
| ACOPF/meta/solve_time
float32 5.69
22.3k
| 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
9.36k
| DCOPF/meta/formulation
stringclasses 1
value | DCOPF/meta/primal_objective_value
float32 875k
1.57M
| DCOPF/meta/dual_objective_value
float32 875k
1.57M
| 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 0.02
17.9
| DCOPF/meta/extract_time
float32 0.02
0.66
| DCOPF/meta/solve_time
float32 0.09
0.52
| 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
9.36k
| SOCOPF/meta/formulation
stringclasses 1
value | SOCOPF/meta/primal_objective_value
float32 884k
1.6M
| SOCOPF/meta/dual_objective_value
float32 884k
1.6M
| 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 0.09
4.37
| SOCOPF/meta/extract_time
float32 0.19
4.05
| SOCOPF/meta/solve_time
float32 4.47
747
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
[0.04636601731181145,1.0553847551345825,0.2790798246860504,0.35127532482147217,1.1040464639663696,0.(...TRUNCATED) | [-0.04505166411399841,-0.10290578007698059,-0.04420756548643112,0.034482192248106,0.1064570918679237(...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 | [1.044645071029663,1.0550386905670166,1.0527124404907227,0.9895890355110168,1.0376417636871338,1.039(...TRUNCATED) | [-0.1213480606675148,-0.30889278650283813,0.1644286811351776,-0.41891899704933167,-0.440437912940979(...TRUNCATED) | [0.4399999976158142,0.4399999976158142,0.043999992311000824,0.049999989569187164,0.04679999127984047(...TRUNCATED) | [-0.08999998867511749,-0.08999998867511749,-0.11999998241662979,-0.08999998867511749,-0.169999957084(...TRUNCATED) | [0.046380553394556046,2.395036458969116,-2.4302163124084473,-1.3630359172821045,1.399999976158142,-0(...TRUNCATED) | [-0.04636601731181145,-2.3949170112609863,2.430992603302002,1.3638774156570435,-1.399953007698059,0.(...TRUNCATED) | [-0.08028033375740051,-0.8458134531974792,0.19804781675338745,0.9990801215171814,-0.8044928908348083(...TRUNCATED) | [0.04505166411399841,0.692253828048706,-0.2586854100227356,-1.0840728282928467,0.6505044102668762,0.(...TRUNCATED) | [2589.29541015625,993.13330078125,3351.58203125,1619.0986328125,1609.775146484375,1619.639892578125,(...TRUNCATED) | [-94.89379119873047,-456.1156005859375,-146.63992309570312,-19.040090560913086,-19.91206169128418,-3(...TRUNCATED) | [-0.00014710106188431382,0.0011804383248090744,-0.00009820521518122405,0.000023827125914976932,-0.00(...TRUNCATED) | [1782.3310546875,8376.240234375,11436.0,9689.6142578125,9917.3427734375,7703.9599609375,6593.3027343(...TRUNCATED) | [392.9348449707031,392.9348449707031,353.8918151855469,396.32586669921875,193.9783477783203,34167.84(...TRUNCATED) | [-2588.869873046875,-993.5910034179688,-982.571044921875,-993.3601684570312,-993.6338500976562,-3297(...TRUNCATED) | [-2589.29541015625,-993.13330078125,-993.13330078125,-993.13330078125,-993.13330078125,-3351.5820312(...TRUNCATED) | [94.25435638427734,454.3641357421875,494.3410949707031,496.6868896484375,453.722412109375,122.775161(...TRUNCATED) | [94.89379119873047,456.1156005859375,456.1156005859375,456.1156005859375,456.1156005859375,146.63992(...TRUNCATED) | [-2.8921295580630613e-8,-8.96366543656768e-7,7.21269373116229e-8,7.352316799824621e-8,-4.86173632907(...TRUNCATED) | [2.8912229055322314e-8,8.963113486970542e-7,-7.215042074903977e-8,-7.356906195354895e-8,4.8615612513(...TRUNCATED) | [5.006738845736436e-8,2.869029174235038e-7,-5.822149429235424e-9,-5.3754018125573566e-8,2.7254009182(...TRUNCATED) | [-2.8092530968137908e-8,-2.3378481728286715e-7,7.60509522024222e-9,5.8357503718298176e-8,-2.19456865(...TRUNCATED) | [-5.919507728435747e-8,-1.879969424578576e-8,2.7379226708035276e-7,2.8179127298244566e-7,-1.13372635(...TRUNCATED) | [-3.1176060133475403e-7,-1.898360153518297e-7,-1.474965305447995e-8,-2.695956524689791e-8,-1.7571576(...TRUNCATED) | [-3.1171333603197127e-7,-1.8890119690695428e-7,-1.4750415999742472e-8,-2.6974008804359073e-8,-1.7495(...TRUNCATED) | 0 | 1 | PGLearn.ACOPF | 1,027,815.6875 | 1,386,232.375 | FEASIBLE_POINT | FEASIBLE_POINT | LOCALLY_SOLVED | 0.630516 | 0.418891 | 16.217022 | [-0.15639708936214447,0.08239460736513138,-0.1614760458469391,-0.09331728518009186,-0.11172875016927(...TRUNCATED) | [0.4399999976158142,0.4399999976158142,0.04399999976158142,0.05000000074505806,0.046799998730421066,(...TRUNCATED) | [0.04636601731181145,2.5399999618530273,-3.1023805141448975,-0.8376196026802063,1.399999976158142,-0(...TRUNCATED) | [2330.903076171875,2330.903076171875,2330.903076171875,2330.903076171875,2330.903076171875,2330.9030(...TRUNCATED) | [1357.058349609375,7950.96728515625,10055.8720703125,8292.1181640625,8802.861328125,1389.48425292968(...TRUNCATED) | [-0.0,-0.0,5.52148441985284e-13,-9.548886204316376e-13,-0.0,-4.354264449002443e-10,4.631239489127914(...TRUNCATED) | [0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0(...TRUNCATED) | [-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0(...TRUNCATED) | 0 | 1 | PGLearn.DCOPF | 939,310.5625 | 939,310.5625 | FEASIBLE_POINT | FEASIBLE_POINT | OPTIMAL | 0.01973 | 0.016321 | 0.104935 | [1.1653281450271606,1.1829406023025513,1.1539546251296997,1.1152540445327759,1.1616904735565186,1.16(...TRUNCATED) | [0.4399999976158142,0.4399999976158142,0.04399999976158142,0.05000000074505806,0.046799998730421066,(...TRUNCATED) | [-0.08999993652105331,-0.08999993652105331,-0.11999992281198502,-0.017835211008787155,-0.02674730680(...TRUNCATED) | [0.04637996852397919,2.539188861846924,-3.283834457397461,-0.6537294983863831,1.399999976158142,-0.2(...TRUNCATED) | [-0.04636601731181145,-2.539074420928955,3.28515887260437,0.6538763046264648,-1.3999608755111694,0.2(...TRUNCATED) | [-0.08268261700868607,-0.06418650597333908,-0.1385214775800705,0.29370442032814026,-0.57364112138748(...TRUNCATED) | [0.04505166411399841,-0.0990951880812645,0.08059454709291458,-0.3914218544960022,0.4099224805831909,(...TRUNCATED) | [1.164332628250122,1.1829960346221924,1.182242512702942,1.1838375329971313,1.182908535003662,1.14780(...TRUNCATED) | [0.0009763088310137391,0.00031702482374385,-0.006149111315608025,-0.0022236881777644157,0.0001853250(...TRUNCATED) | [2387.15087890625,2333.111572265625,2398.09423828125,2378.56005859375,2381.081787109375,2380.9724121(...TRUNCATED) | [-16.76690673828125,-0.040745023638010025,-3.887063503265381,-0.1630292683839798,-0.0411297790706157(...TRUNCATED) | [-0.000035887551348423585,-0.000014316653505375143,-0.000029491928216884844,-4.517934485193109e-6,-0(...TRUNCATED) | [1295.4744873046875,7889.38330078125,10010.2578125,8223.66796875,8769.8486328125,1250.959228515625,2(...TRUNCATED) | [12.190150260925293,12.190150260925293,10.124597549438477,5.696286734746536e-6,-1.8411420796837774e-(...TRUNCATED) | [-2386.679443359375,-2332.9013671875,-2334.98876953125,-2333.936767578125,-2332.99560546875,-2405.38(...TRUNCATED) | [-2387.15087890625,-2333.111572265625,-2333.111572265625,-2333.111572265625,-2333.111572265625,-2398(...TRUNCATED) | [16.106552124023438,0.041595399379730225,0.015518843196332455,0.4325105845928192,-2.776419023575727e(...TRUNCATED) | [16.76690673828125,0.04074503108859062,0.040745023638010025,0.040745027363300323,0.04074500873684883(...TRUNCATED) | [[26952.1953125,4311977.5,135104.3125,99507.75],[4312612.5,12095.89453125,111973.4375,25974.75585937(...TRUNCATED) | [[1.4411719462259498e-7,1.197904992977783e-7,3.1838570890840856e-8],[4.232311567875513e-8,1.10186711(...TRUNCATED) | [[1.4409343407351116e-7,1.1980382907950116e-7,3.183832220088334e-8],[4.233132244735316e-8,1.09855974(...TRUNCATED) | [-3.36335204131899e-9,-1.0576587383681613e-9,2.0538916345458347e-8,7.402675805678882e-9,-6.174261102(...TRUNCATED) | [-0.00003457808634266257,-0.000018374117644270882,-0.00001975545092136599,-0.000020908018996124156,-(...TRUNCATED) | [-4.322276314638884e-9,-1.3285315070277193e-9,2.588939551628755e-8,9.355905383756635e-9,-7.754529240(...TRUNCATED) | [-2.474944027497372e-9,-8.253574890204618e-8,8.407221585571278e-9,3.0060522959729497e-9,-4.160632727(...TRUNCATED) | [2.4742856652437695e-9,8.253247330003433e-8,-8.410726337615415e-9,-3.006711324360367e-9,4.1606142531(...TRUNCATED) | [4.4130885612503334e-9,1.8398292889187928e-9,3.6335720543512195e-10,-1.313021469329101e-9,1.61477053(...TRUNCATED) | [-2.404136667522039e-9,2.8432234344677454e-9,-2.175590124720017e-10,1.7622030501485142e-9,-1.1391226(...TRUNCATED) | 1 | PGLearn.SOCOPF | 950,113.25 | 950,113.25 | FEASIBLE_POINT | FEASIBLE_POINT | OPTIMAL | 0.415263 | 0.239969 | 6.597831 |
[0.055056437849998474,1.5903838872909546,0.3239762783050537,0.38633447885513306,1.7508337497711182,0(...TRUNCATED) | [-0.05637754872441292,-0.11735207587480545,-0.0457090325653553,0.03965258598327637,0.179075136780738(...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) | 2 | [1.0326132774353027,1.0491057634353638,1.04318368434906,1.0676069259643555,1.0708088874816895,1.0678(...TRUNCATED) | [-0.18659533560276031,0.5166707634925842,0.25174933671951294,0.19449037313461304,0.16212153434753418(...TRUNCATED) | [0.4399999976158142,0.4399999976158142,0.043999992311000824,0.04999999329447746,0.04679999127984047,(...TRUNCATED) | [-0.08999988436698914,-0.08999988436698914,-0.11999955028295517,0.011678389273583889,-0.128508239984(...TRUNCATED) | [0.05507710948586464,2.539062976837158,-3.4322896003723145,-0.5048742890357971,1.399999976158142,0.5(...TRUNCATED) | [-0.055056437849998474,-2.538939952850342,3.4338583946228027,0.505040168762207,-1.3999584913253784,-(...TRUNCATED) | [-0.09074989706277847,-0.06898699700832367,-0.3568181097507477,0.5187174081802368,-0.537229120731353(...TRUNCATED) | [0.05637754872441292,-0.08283474296331406,0.30730849504470825,-0.6094071865081787,0.3849334120750427(...TRUNCATED) | [2494.634765625,4548.24072265625,6582.1943359375,3625.51123046875,3652.0546875,3634.75927734375,3737(...TRUNCATED) | [-55.95026397705078,-67.34651947021484,-3444.2919921875,12.07311725616455,17.555513381958008,15.6722(...TRUNCATED) | [-0.00009828664769884199,0.012895659543573856,0.000014290954823081847,-0.0001784846535883844,-0.0004(...TRUNCATED) | [500.6213073730469,7094.5302734375,7753.32470703125,5901.25146484375,6915.2080078125,-2677.141845703(...TRUNCATED) | [74.49808502197266,74.49808502197266,19.69054412841797,0.000012576270819408819,0.0001755017292452976(...TRUNCATED) | [-2494.0673828125,-4547.8388671875,-4557.72900390625,-4537.982421875,-4548.07958984375,-7338.2778320(...TRUNCATED) | [-2494.634765625,-4548.24072265625,-4548.24072265625,-4548.24072265625,-4548.24072265625,-6582.19433(...TRUNCATED) | [55.1549072265625,67.34812927246094,71.44495391845703,69.97601318359375,66.91557312011719,7255.88330(...TRUNCATED) | [55.95026397705078,67.34651947021484,67.34651947021484,67.34651947021484,67.34651947021484,3444.2919(...TRUNCATED) | [-3.4345205790486943e-8,-9.643769089962007e-7,1.028540097536279e-7,2.710439517272789e-8,-4.861736329(...TRUNCATED) | [3.43323094398329e-8,9.643176781537477e-7,-1.0290285246128406e-7,-2.711331426041852e-8,4.86158171497(...TRUNCATED) | [5.6600285347485624e-8,2.3094449019822605e-8,1.0491124413647412e-8,-2.784873309735758e-8,1.807905221(...TRUNCATED) | [-3.515631163963917e-8,2.773126617228172e-8,-9.034968329046933e-9,3.272754511840503e-8,-1.2920349945(...TRUNCATED) | [-7.181475325523934e-8,-1.9114111182716442e-8,3.8582484762628155e-7,1.0908021152999936e-7,-1.1128404(...TRUNCATED) | [-3.11789193574441e-7,-1.898360153518297e-7,-1.4895531030845177e-8,-2.677315080745757e-8,-1.74504990(...TRUNCATED) | [-3.117350502179761e-7,-1.8984187022397236e-7,-1.4894984801117062e-8,-2.678128829813886e-8,-1.740349(...TRUNCATED) | -0 | 2 | PGLearn.ACOPF | 1,505,085.75 | 1,846,558.5 | FEASIBLE_POINT | FEASIBLE_POINT | LOCALLY_SOLVED | 0.588838 | 0.415515 | 7.815617 | [-0.2680748403072357,0.24029341340065002,-0.04142478108406067,-0.04229971766471863,-0.08473186939954(...TRUNCATED) | [0.4399999976158142,0.4399999976158142,0.04399999976158142,0.05000000074505806,0.046799998730421066,(...TRUNCATED) | [0.055056437849998474,2.5399999618530273,-3.596916675567627,-0.3430832624435425,1.399999976158142,0.(...TRUNCATED) | [3213.38232421875,3213.38232421875,3213.38232421875,3213.38232421875,3213.38232421875,3213.382324218(...TRUNCATED) | [474.5791015625,7068.48779296875,9173.392578125,7409.638671875,7920.3818359375,507.0050048828125,-45(...TRUNCATED) | [-0.0,-0.0,9.850507318468968e-14,-1.7035522569420342e-13,-0.0,-1.3413779809123838e-10,1.426703113288(...TRUNCATED) | [0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0(...TRUNCATED) | [-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0(...TRUNCATED) | 0 | 2 | PGLearn.DCOPF | 1,440,794.375 | 1,440,794.375 | FEASIBLE_POINT | FEASIBLE_POINT | OPTIMAL | 0.02192 | 0.016683 | 0.107736 | [1.1661971807479858,1.1917998790740967,1.156235933303833,1.1376608610153198,1.1762133836746216,1.175(...TRUNCATED) | [0.4400000274181366,0.4399999976158142,0.04399999603629112,0.04999999701976776,0.04679999500513077,0(...TRUNCATED) | 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Estimated number of rows:
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