PGLearn N-1
Collection
Primal and dual AC/DC/SOC-OPF solutions with a generator or line contingency.
•
13 items
•
Updated
Datasets:
Dataset Viewer (First 5GB)
input/pd
sequence | input/qd
sequence | input/gen_status
sequence | input/branch_status
sequence | input/seed
int64 2
12.9k
| 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 2
12.9k
| ACOPF/meta/formulation
stringclasses 1
value | ACOPF/meta/primal_objective_value
float32 765k
1.57M
| ACOPF/meta/dual_objective_value
float32 796k
1.24B
| 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 0.34
0.96
| ACOPF/meta/extract_time
float32 0.29
1.7
| ACOPF/meta/solve_time
float32 2.86
15.1
| 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 2
12.9k
| DCOPF/meta/formulation
stringclasses 1
value | DCOPF/meta/primal_objective_value
float32 748k
1.47M
| DCOPF/meta/dual_objective_value
float32 748k
1.47M
| 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 0.01
0.43
| DCOPF/meta/extract_time
float32 0.01
0.43
| DCOPF/meta/solve_time
float32 0.07
0.21
| 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 2
12.9k
| SOCOPF/meta/formulation
stringclasses 1
value | SOCOPF/meta/primal_objective_value
float32 756k
1.5M
| SOCOPF/meta/dual_objective_value
float32 756k
1.5M
| 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 0.06
0.98
| SOCOPF/meta/extract_time
float32 0.14
0.86
| SOCOPF/meta/solve_time
float32 2.44
18
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
[1.433365821838379,1.913036584854126,1.323561668395996,1.5491819381713867,1.9685113430023193,1.52935(...TRUNCATED) | [0.5687401294708252,0.2718485891819,0.2692412734031677,0.3499268889427185,0.4990365207195282,0.46737(...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 | [1.052446961402893,1.0696790218353271,1.0675171613693237,1.059340000152588,1.0744556188583374,1.0601(...TRUNCATED) | [-0.39337384700775146,-0.0899224579334259,-0.4639893174171448,-0.41464871168136597,-0.35382422804832(...TRUNCATED) | [8.521417617797852,2.0969963543393533e-9,1.0,1.2000000476837158,6.666700839996338,-2.817155619894151(...TRUNCATED) | [-0.38254082202911377,-0.13941021263599396,-0.6529983878135681,-0.12283900380134583,3.57880592346191(...TRUNCATED) | [-0.7189695239067078,-0.23913876712322235,1.4537599745452014e-19,-3.366253137588501,3.36625313758850(...TRUNCATED) | [0.7190521955490112,0.23928387463092804,8.06240052497742e-9,3.3686511516571045,-3.36259126663208,-1.(...TRUNCATED) | [-0.1537131518125534,-0.01255779154598713,0.004113460890948772,-1.6085500717163086,1.684821248054504(...TRUNCATED) | [0.15407171845436096,0.013375731185078621,-0.004113398492336273,1.638045310974121,-1.638803482055664(...TRUNCATED) | [2851.219482421875,2971.9853515625,3155.056396484375,3422.769287109375,3145.20751953125,2860.2956542(...TRUNCATED) | [12.703595161437988,14.278312683105469,-2.4672152996063232,-12.525556564331055,25.058717727661133,1.(...TRUNCATED) | [-0.00013154068437870592,-0.0002462447446305305,-0.00022559896751772612,-0.00016653022612445056,-0.0(...TRUNCATED) | [-4.396140411699889e-6,751.5013427734375,-238.1588592529297,-584.8861694335938,8.5094633102417,1265.(...TRUNCATED) | [4.8677134145691525e-6,0.00009573418356012553,5.646167278289795,0.00011880653619300574,-2.1245230641(...TRUNCATED) | [-2841.146240234375,-3132.85205078125,-3111.543701171875,-2926.70849609375,-2926.70849609375,-2807.0(...TRUNCATED) | [-2840.52099609375,-3128.999755859375,-3111.543701171875,-2922.68212890625,-2932.893798828125,-2807.(...TRUNCATED) | [-0.8222028017044067,-9.333819389343262,-8.132001876831055,-8.723332405090332,-8.723335266113281,0.0(...TRUNCATED) | [-0.6882438659667969,-9.113231658935547,-8.144201278686523,-6.325010299682617,-12.393404960632324,-0(...TRUNCATED) | [8.415739632949837e-11,4.296882138987712e-7,0.0,1.922663386721979e-6,-3.787628202189808e-7,-4.168252(...TRUNCATED) | [-8.416706914760042e-11,-4.299519105188665e-7,-2.787315437661965e-17,-1.9250096556788776e-6,3.782931(...TRUNCATED) | [1.7992496381680212e-11,2.2437575353251304e-8,-1.4220965550981735e-11,7.207538033071614e-7,-1.801059(...TRUNCATED) | [-1.803446801618147e-11,-2.389907649558154e-8,1.4220750445270713e-11,-7.357061235779838e-7,1.7502927(...TRUNCATED) | [3.0064640554883226e-8,2.2393724918856606e-7,1.2998782605855297e-10,4.529569253008958e-7,-7.00818816(...TRUNCATED) | [3.2382683340381746e-11,-8.983307679955033e-7,-1.6376797695727419e-9,-3.10753961230148e-7,-5.7173860(...TRUNCATED) | [3.2382683340381746e-11,-8.983388397609815e-7,-1.6376797695727419e-9,-3.119479856650287e-7,-5.710987(...TRUNCATED) | 0 | 2 | PGLearn.ACOPF | 1,353,115.5 | 1,474,668.125 | FEASIBLE_POINT | FEASIBLE_POINT | LOCALLY_SOLVED | 0.383881 | 0.754107 | 4.603395 | [-0.5756790637969971,-0.09165789186954498,-0.5453433990478516,-0.49645698070526123,-0.42525449395179(...TRUNCATED) | [8.529999732971191,0.0,1.0,1.2000000476837158,6.6666998863220215,0.0,5.400000095367432,5.28999996185(...TRUNCATED) | [-0.7189695239067078,-0.23913876712322235,-0.0,-3.4147510528564453,3.4147510528564453,-0.0,0.8000000(...TRUNCATED) | [2690.119384765625,2896.288330078125,2860.62451171875,3087.830322265625,2922.842041015625,2818.98657(...TRUNCATED) | [0.0,695.2432250976562,-265.66650390625,-568.6964111328125,31.606599807739258,1409.08349609375,-1348(...TRUNCATED) | [-0.0,-0.0,-0.0,-0.07604740560054779,0.11651205271482468,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,4.8(...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 | 1,307,263.125 | 1,307,263.125 | FEASIBLE_POINT | FEASIBLE_POINT | OPTIMAL | 0.018002 | 0.011865 | 0.084401 | [1.1391254663467407,1.1500064134597778,1.158224105834961,1.165470004081726,1.1703157424926758,1.1558(...TRUNCATED) | [8.523600578308105,9.133741762923364e-9,0.9999999403953552,1.1999999284744263,17.379941940307617,7.8(...TRUNCATED) | [-0.33036455512046814,-0.09013299643993378,-0.6529986262321472,-0.1149822250008583,1.320050358772277(...TRUNCATED) | [-0.7189695239067078,-0.23913876712322235,-6.288303211476887e-10,-3.744100570678711,3.74410057067871(...TRUNCATED) | [0.7190564274787903,0.2392795979976654,3.204416998414672e-7,3.746948719024658,-3.73976469039917,-7.6(...TRUNCATED) | [-0.15371520817279816,-0.01194770261645317,0.004234999883919954,-1.585407018661499,1.661685824394226(...TRUNCATED) | [0.15408606827259064,0.012741145677864552,-0.004234639927744865,1.6204349994659424,-1.60719978809356(...TRUNCATED) | [1.1735036373138428,1.2069165706634521,1.2099816799163818,1.165664792060852,1.1536281108856201,1.200(...TRUNCATED) | [-0.0005338470218703151,-0.0039558494463562965,-2.372192511757021e-6,-0.008893406949937344,0.0136167(...TRUNCATED) | [2851.637939453125,2771.101318359375,2843.792724609375,2829.77978515625,2794.438720703125,2744.99584(...TRUNCATED) | [14.498991012573242,15.239765167236328,12.730232238769531,44.76055145263672,29.79213523864746,1.2620(...TRUNCATED) | [-0.00012582870840560645,-0.0001559651573188603,-0.0001870577980298549,-0.00022347400954458863,-0.00(...TRUNCATED) | [-5.518087618838763e-6,867.0646362304688,-150.32142639160156,-483.4593505859375,-3.2828668281581486e(...TRUNCATED) | [5.747373961639823e-6,0.00007102732342900708,8.433511734008789,0.00012806923768948764,1.217609224113(...TRUNCATED) | [-2684.990478515625,-2773.298828125,-2763.9580078125,-2732.809814453125,-2732.809814453125,-2695.839(...TRUNCATED) | [-2684.3974609375,-2769.9560546875,-2764.81591796875,-2729.197998046875,-2738.34521484375,-2695.8400(...TRUNCATED) | [-0.6943769454956055,-13.278218269348145,6.6277995109558105,-5.138123989105225,-5.138125896453857,0.(...TRUNCATED) | [-0.5673480033874512,-13.092917442321777,-0.00025573751190677285,-3.1623260974884033,-8.149228096008(...TRUNCATED) | [[1065217.125,41508.8359375,114302.1015625,129699.890625],[83100.8828125,1549344.125,903704.5,129985(...TRUNCATED) | [[2.8887701120083875e-8,3.5892428513761843e-6,1.5699367850174895e-7],[2.8080976335331798e-6,9.588054(...TRUNCATED) | [[2.8887701120083875e-8,3.589273546822369e-6,1.5699367850174895e-7],[2.8222436867508804e-6,9.5751533(...TRUNCATED) | [2.6481714598958206e-8,1.8552860581166897e-7,1.1075269173987934e-10,4.471988006571337e-7,-6.99235897(...TRUNCATED) | [-0.0002877760271076113,-0.00364582403562963,-0.6049993634223938,-0.00023200975556392223,-0.00017663(...TRUNCATED) | [3.321065733530304e-8,2.46103297740774e-7,1.4766261824394888e-10,5.533486842068669e-7,-8.47481544496(...TRUNCATED) | [1.0539619177407644e-10,5.381284609029535e-7,1.3170330008399904e-17,2.9246391477499856e-6,-5.3647278(...TRUNCATED) | [-1.0540833483840828e-10,-5.38448034603789e-7,-2.6081677575594438e-15,-2.9290067686815746e-6,5.35742(...TRUNCATED) | [2.253356355674807e-11,2.6736000080518352e-8,-1.8335905710431533e-11,8.875383059603337e-7,-2.2224851(...TRUNCATED) | [-2.258311072866892e-11,-2.8504441473842235e-8,1.8347387845119023e-11,-9.096588087231794e-7,2.147356(...TRUNCATED) | 2 | PGLearn.SOCOPF | 1,326,214.875 | 1,326,214.5 | FEASIBLE_POINT | FEASIBLE_POINT | OPTIMAL | 0.074448 | 0.204446 | 3.789051 |
[1.0800045728683472,1.1843721866607666,1.2924745082855225,1.5541484355926514,1.1862062215805054,1.48(...TRUNCATED) | [0.44804680347442627,0.1950920820236206,0.18691502511501312,0.3701227307319641,0.4623622000217438,0.(...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 | [1.0359795093536377,1.0726795196533203,1.0519508123397827,1.0537335872650146,1.0515486001968384,1.04(...TRUNCATED) | [-0.47163331508636475,-0.17848069965839386,-0.4035611152648926,-0.36950668692588806,-0.2857984304428(...TRUNCATED) | [8.529990196228027,-4.312587176258376e-9,-2.0717999935150146,2.062809123515308e-8,6.6666998863220215(...TRUNCATED) | [0.013215427286922932,-0.04854561388492584,-0.5693343877792358,-0.004259365610778332,-0.316049635410(...TRUNCATED) | [-0.5939745306968689,-0.2536923289299011,0.0,-1.7899880409240723,1.7899880409240723,-3.9806569152034(...TRUNCATED) | [0.594031035900116,0.2538577616214752,7.90592480370833e-9,1.7906975746154785,-1.7888855934143066,1.4(...TRUNCATED) | [-0.11742272228002548,-0.004770881496369839,0.0040336293168365955,-0.9298201203346252,1.005165934562(...TRUNCATED) | [0.11766794323921204,0.005703494884073734,-0.004033568315207958,0.9385475516319275,-0.99131160974502(...TRUNCATED) | [2052.716552734375,2010.0787353515625,2075.375,2079.6298828125,2029.0841064453125,1946.43359375,1959(...TRUNCATED) | [7.930201530456543,6.052464008331299,-36.87759780883789,-7.223781108856201,8.93222713470459,0.387904(...TRUNCATED) | [-0.00007514491881011054,-0.00028010382084175944,-0.0001293721579713747,-0.00013735618267674,-0.0001(...TRUNCATED) | [-4.4348830670060124e-6,1598.4261474609375,625.4313354492188,296.8160400390625,433.8731689453125,170(...TRUNCATED) | 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[-1.3773317555920706e-11,-1.0190567500956149e-8,1.3944762879136707e-11,-4.035684639802639e-7,1.04826(...TRUNCATED) | [2.5145610038634914e-8,2.4273685994558036e-7,1.2998782605855297e-10,2.433382633171277e-7,-3.74258206(...TRUNCATED) | [3.238274579042688e-11,-8.989560456029722e-7,-1.6376797695727419e-9,-2.324352976756927e-7,-5.3794529(...TRUNCATED) | [3.238274579042688e-11,-8.989644015855447e-7,-1.6376797695727419e-9,-2.3254743553025037e-7,-5.378443(...TRUNCATED) | 0 | 3 | PGLearn.ACOPF | 930,335.6875 | 977,620.0625 | FEASIBLE_POINT | FEASIBLE_POINT | LOCALLY_SOLVED | 0.821841 | 0.32788 | 3.400966 | [-0.509729266166687,-0.2128773033618927,-0.4353713393211365,-0.3984234929084778,-0.3100493252277374,(...TRUNCATED) | [8.529999732971191,0.0,-2.0717999935150146,0.0,6.6666998863220215,0.0,5.400000095367432,5.2899999618(...TRUNCATED) | [-0.5939745306968689,-0.2536923289299011,-0.0,-1.8303571939468384,1.8303571939468384,-0.0,0.80000001(...TRUNCATED) | 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