PGLearn N-1
Collection
Primal and dual AC/DC/SOC-OPF solutions with a generator or line contingency.
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13 items
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Updated
Datasets:
Dataset Viewer (First 5GB)
input/pd
sequence | input/qd
sequence | input/gen_status
sequence | input/branch_status
sequence | input/seed
int64 | 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 | ACOPF/meta/seed
int64 | ACOPF/meta/formulation
string | ACOPF/meta/primal_objective_value
float32 | ACOPF/meta/dual_objective_value
float32 | ACOPF/meta/primal_status
string | ACOPF/meta/dual_status
string | ACOPF/meta/termination_status
string | ACOPF/meta/build_time
float32 | ACOPF/meta/extract_time
float32 | ACOPF/meta/solve_time
float32 | 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 | DCOPF/meta/seed
int64 | DCOPF/meta/formulation
string | DCOPF/meta/primal_objective_value
float32 | DCOPF/meta/dual_objective_value
float32 | DCOPF/meta/primal_status
string | DCOPF/meta/dual_status
string | DCOPF/meta/termination_status
string | DCOPF/meta/build_time
float32 | DCOPF/meta/extract_time
float32 | DCOPF/meta/solve_time
float32 | 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 | SOCOPF/meta/formulation
string | SOCOPF/meta/primal_objective_value
float32 | SOCOPF/meta/dual_objective_value
float32 | SOCOPF/meta/primal_status
string | SOCOPF/meta/dual_status
string | SOCOPF/meta/termination_status
string | SOCOPF/meta/build_time
float32 | SOCOPF/meta/extract_time
float32 | SOCOPF/meta/solve_time
float32 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
[0.7185261845588684,3.57224178314209,1.2631007432937622,1.5098869800567627,1.3788015842437744,0.3953(...TRUNCATED) | [0.3455541729927063,0.8034754395484924,0.19095385074615479,0.4522445797920227,0.21351104974746704,0.(...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) | 5 | [1.099999189376831,1.0294855833053589,1.0624909400939941,1.0823631286621094,1.0190268754959106,1.068(...TRUNCATED) | [9.410738832492323e-20,-0.11348294466733932,-0.11035558581352234,0.01777285896241665,0.1295357048511(...TRUNCATED) | [0.28220000863075256,1.0,0.25349998474121094,0.23189999163150787,0.16899999976158142,1.0,0.107300005(...TRUNCATED) | [0.16440355777740479,-0.49998998641967773,0.03909451887011528,0.06892713159322739,-0.058362428098917(...TRUNCATED) | [1.8413243293762207,-1.8413243293762207,-1.7181239128112793,1.7181239128112793,8.5223970413208,-8.52(...TRUNCATED) | [-1.8393152952194214,1.8431029319763184,1.7209550142288208,-1.7159066200256348,-8.432990074157715,8.(...TRUNCATED) | [-0.48912709951400757,0.6821879148483276,0.359206885099411,-0.34371960163116455,-0.478619784116745,0(...TRUNCATED) | [0.5097535252571106,-0.6558657288551331,-0.3426438570022583,0.3582203686237335,1.4558435678482056,0.(...TRUNCATED) | [1896.3243408203125,1924.7437744140625,1920.2667236328125,1884.0919189453125,1854.205322265625,1658.(...TRUNCATED) | [4.204079232295044e-6,17.87038230895996,6.1078290939331055,0.00010226616723230109,22.933961868286133(...TRUNCATED) | [-11.816823959350586,-0.000058714755141409114,-0.0001864183141151443,-0.0004655964730773121,-0.00003(...TRUNCATED) | [899.0984497070312,1511.7333984375,1962.3778076171875,3275.0986328125,1119.815673828125,586.73846435(...TRUNCATED) | [-4.204079232295044e-6,0.9061501622200012,0.000030514089303324,0.000014473390365310479,0.00019850078(...TRUNCATED) | [-1747.4560546875,-1747.4560546875,-1820.4844970703125,-1820.4844970703125,-1638.5263671875,-1638.52(...TRUNCATED) | [-1750.8153076171875,-1744.8050537109375,-1818.534423828125,-1821.6563720703125,-1696.97900390625,-1(...TRUNCATED) | [0.34075745940208435,0.34075742959976196,-6.317723751068115,-6.317723751068115,-10.219377517700195,-(...TRUNCATED) | [-0.5267441272735596,1.4900565147399902,-6.7171502113342285,-6.030451774597168,-6.481955528259277,-1(...TRUNCATED) | [-1.2868023979706322e-8,1.84911890244166e-8,1.2641502955546002e-8,-9.698371883359869e-9,-4.659030139(...TRUNCATED) | [1.2853947239932495e-8,-1.8509116017639826e-8,-1.2662383142014733e-8,9.685833468608962e-9,4.58923551(...TRUNCATED) | [3.4141105498264324e-9,-6.839707022976427e-9,-2.639933827097707e-9,1.93850424601294e-9,2.14875051085(...TRUNCATED) | [-3.5581113611016235e-9,6.5756693423679735e-9,2.5181945417784846e-9,-2.020291711701816e-9,-6.5666213(...TRUNCATED) | [-7.109126727300463e-7,8.582371151533152e-7,6.348619194795901e-7,-5.545675207940803e-7,-8.0017935033(...TRUNCATED) | [-3.4036429230610565e-9,-4.931547614717147e-9,-3.588151331612721e-9,-2.7315671946581688e-9,-2.726196(...TRUNCATED) | [-3.4036606866294505e-9,-4.9314681227485835e-9,-3.588148445032857e-9,-2.731569415104218e-9,-2.729282(...TRUNCATED) | -0 | 5 | PGLearn.ACOPF | 8,060,632 | 7,983,197.5 | FEASIBLE_POINT | FEASIBLE_POINT | LOCALLY_SOLVED | 5.132972 | 3.571461 | 68.492783 | [-0.0,-0.26407697796821594,-0.11863168329000473,-0.2699081599712372,0.23729199171066284,0.8418043255(...TRUNCATED) | [0.28220000863075256,1.0,0.2535000145435333,0.23190000653266907,0.16899999976158142,1.0,0.1072999984(...TRUNCATED) | [1.801371693611145,-1.801371693611145,-2.118568181991577,2.118568181991577,10.011916160583496,-10.01(...TRUNCATED) | [1676.6087646484375,1795.5567626953125,1677.5230712890625,1796.1632080078125,1656.282958984375,1661.(...TRUNCATED) | [1118.8140869140625,1380.1834716796875,2141.551025390625,3341.75537109375,1192.3673095703125,685.295(...TRUNCATED) | [-0.8398504853248596,1.0039921998977661,-0.5916026830673218,0.5168320536613464,33.19561767578125,-35(...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) | 0.000001 | 5 | PGLearn.DCOPF | 7,936,867.5 | 7,936,867.5 | FEASIBLE_POINT | FEASIBLE_POINT | OPTIMAL | 0.195727 | 0.152402 | 7.852765 | [1.2100000381469727,1.0939239263534546,1.0790060758590698,1.193742036819458,1.1150273084640503,1.146(...TRUNCATED) | [0.28220000863075256,1.0,0.25349998474121094,0.23190000653266907,0.16899999976158142,1.0,0.107299998(...TRUNCATED) | [0.34634044766426086,-0.49999746680259705,0.01409206259995699,0.076114721596241,-0.04513353854417801(...TRUNCATED) | [1.253069281578064,-1.253069281578064,-0.3044999837875366,0.3044999837875366,8.750567436218262,-8.75(...TRUNCATED) | [-1.2522271871566772,1.2537661790847778,0.30460211634635925,-0.30442261695861816,-8.658414840698242,(...TRUNCATED) | [0.1278216689825058,0.07351160049438477,0.13826613128185272,-0.1226840689778328,-0.16935013234615326(...TRUNCATED) | [-0.11917649209499359,-0.06319772452116013,-0.13766857981681824,0.12318998575210571,1.17659115791320(...TRUNCATED) | [1.1289114952087402,1.1305333375930786,1.1710442304611206,1.1720026731491089,1.1788020133972168,1.18(...TRUNCATED) | [0.007642213720828295,-0.009309468790888786,-0.002054114593192935,0.0017779271584004164,0.1370135396(...TRUNCATED) | [1794.421875,1902.267333984375,1828.00537109375,1867.276611328125,1788.0,1625.09033203125,1886.45324(...TRUNCATED) | [0.000019457846065051854,26.581029891967773,73.1637191772461,0.0001719815336400643,19.48616790771484(...TRUNCATED) | [-196.5939483642578,-6.043653684173478e-6,-4.648301455745241e-6,-0.0000697244395269081,-8.6038135123(...TRUNCATED) | [1001.0009765625,1547.7049560546875,2029.7109375,3317.127685546875,1152.7852783203125,614.1832885742(...TRUNCATED) | [-0.000019457846065051854,0.46883776783943176,6.246057182579534e-6,1.4380995025931043e-6,0.000018955(...TRUNCATED) | [-1704.489990234375,-1704.489990234375,-1755.3228759765625,-1755.3228759765625,-1678.214599609375,-1(...TRUNCATED) | [-1706.80224609375,-1702.569091796875,-1754.128662109375,-1756.2672119140625,-1715.3658447265625,-16(...TRUNCATED) | [-0.4392094016075134,-0.4392094016075134,-18.347293853759766,-18.347293853759766,-6.103363513946533,(...TRUNCATED) | [-0.9872060418128967,-0.13589373230934143,-17.888341903686523,-18.82722282409668,-4.393651962280273,(...TRUNCATED) | [[37894.96484375,21955.21875,69779.3125,72152.3046875],[14474.02734375,12367.6328125,506437.125,4505(...TRUNCATED) | [[2.3267208604238476e-8,2.7890747489323076e-8,2.3861856490725586e-8],[2.0903042852182807e-8,7.270194(...TRUNCATED) | [[2.326717130074485e-8,2.7890752818393594e-8,2.3861854714368746e-8],[2.0903042852182807e-8,7.2646969(...TRUNCATED) | [-4.270900788583276e-8,5.188079654772082e-8,1.0667180028178791e-8,-9.217794527671686e-9,-7.318019470(...TRUNCATED) | [-0.000011859335245389957,-0.00001216865985043114,-0.000027937034246861003,-0.000028710726837744005,(...TRUNCATED) | [-4.956962840196866e-8,6.038862920831889e-8,1.3321822756040547e-8,-1.1530590704467159e-8,-9.36567971(...TRUNCATED) | [-1.1424968748841025e-9,1.6412523562436832e-9,2.921685948731323e-10,-2.2420770795505973e-10,-6.32020(...TRUNCATED) | [1.1417282674841545e-9,-1.642166624904462e-9,-2.9226651654390423e-10,2.241508090250477e-10,6.2232672(...TRUNCATED) | [-1.1651246634158952e-10,-9.613287249576885e-11,-1.3267628662383402e-10,9.034279574438031e-11,9.9189(...TRUNCATED) | [1.0863491356483124e-10,8.263555117959953e-11,1.321035364432177e-10,-9.071479678546268e-11,-6.915660(...TRUNCATED) | 5 | PGLearn.SOCOPF | 7,948,308 | 7,948,307.5 | FEASIBLE_POINT | FEASIBLE_POINT | OPTIMAL | 1.083292 | 2.003875 | 67.186485 |
[0.7191915512084961,3.4572298526763916,1.0095173120498657,1.2962960004806519,1.5166220664978027,0.32(...TRUNCATED) | [0.33654695749282837,0.8384822010993958,0.17413094639778137,0.48322898149490356,0.21622279286384583,(...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) | 7 | [1.0999984741210938,1.0229110717773438,1.062329649925232,1.0827182531356812,1.0109288692474365,1.064(...TRUNCATED) | [-6.371546511852447e-30,-0.186771422624588,-0.10417533665895462,-0.08535479009151459,0.1023932620882(...TRUNCATED) | [0.28220000863075256,1.0,0.25349998474121094,0.23189999163150787,0.16899999976158142,1.0,0.107299998(...TRUNCATED) | [0.16772130131721497,-0.4999856948852539,-0.0023014568723738194,0.05673830956220627,-0.0486543439328(...TRUNCATED) | [2.479517698287964,-2.479517698287964,-1.5357623100280762,1.5357623100280762,7.488367557525635,-7.48(...TRUNCATED) | [-2.47598934173584,2.482557773590088,1.538102149963379,-1.5339324474334717,-7.4210309982299805,7.557(...TRUNCATED) | [-0.46439817547798157,0.6571335196495056,0.4194856286048889,-0.40407034754753113,0.01628744415938854(...TRUNCATED) | [0.5006217360496521,-0.6121400594711304,-0.405796617269516,0.4160372018814087,0.7197041511535645,0.3(...TRUNCATED) | [1808.1854248046875,1812.5985107421875,1828.897705078125,1783.22216796875,1771.9039306640625,1598.60(...TRUNCATED) | [5.181320375413634e-6,3.9149868488311768,5.887409687042236,0.00008649085066281259,20.13655662536621,(...TRUNCATED) | [-5.9572553634643555,-0.000043964118958683684,-0.00018532545072957873,-0.00047628546599298716,-0.000(...TRUNCATED) | [987.2374267578125,1623.7943115234375,2040.344970703125,3390.9140625,1219.8450927734375,696.05480957(...TRUNCATED) | [-5.181320375413634e-6,0.6346665024757385,0.00006297827349044383,0.00002062965177174192,0.0001567904(...TRUNCATED) | [-1651.270263671875,-1651.270263671875,-1740.613037109375,-1740.613037109375,-1480.7943115234375,-14(...TRUNCATED) | [-1654.0546875,-1649.6610107421875,-1739.157958984375,-1741.4219970703125,-1520.6939697265625,-1440.(...TRUNCATED) | [0.18085725605487823,0.18085724115371704,-5.055898666381836,-5.055898666381836,-7.989561080932617,-7(...TRUNCATED) | [-0.4796335697174072,1.0049924850463867,-5.403925895690918,-4.839574337005615,-7.9723286628723145,-1(...TRUNCATED) | [-1.7346398095696713e-8,2.4938120901651928e-8,1.1297021984546518e-8,-8.667390360983518e-9,-3.8996287(...TRUNCATED) | [1.7321598377861847e-8,-2.4968905165678734e-8,-1.1314265968564996e-8,8.65704841146453e-9,3.853482439(...TRUNCATED) | [3.2414733119878747e-9,-6.58838583689203e-9,-3.0830014097205094e-9,2.278901289898272e-9,-7.308074700(...TRUNCATED) | [-3.4943585802693633e-9,6.13709083552294e-9,2.982380564731102e-9,-2.3463997411710125e-9,-3.233398970(...TRUNCATED) | [-9.525504083285341e-7,1.1495767466840334e-6,5.764114234807494e-7,-5.024475058235112e-7,-6.798277354(...TRUNCATED) | [-3.4073193155848003e-9,-4.939117559388251e-9,-3.5873379822248808e-9,-2.731086912177716e-9,-2.594702(...TRUNCATED) | [-3.4073428523129223e-9,-4.93900031983685e-9,-3.587331764975943e-9,-2.7310904648913947e-9,-2.5910809(...TRUNCATED) | 0 | 7 | PGLearn.ACOPF | 7,781,463 | 7,739,612.5 | FEASIBLE_POINT | FEASIBLE_POINT | LOCALLY_SOLVED | 4.804738 | 3.606326 | 75.837952 | [-0.0,0.3229368329048157,-0.1104232594370842,0.6045514345169067,0.2181035280227661,0.680350124835968(...TRUNCATED) | [0.28220000863075256,1.0,0.2535000145435333,0.23190000653266907,0.16899999976158142,1.0,0.1072999984(...TRUNCATED) | [1.6681383848190308,-1.6681383848190308,-1.9876688718795776,1.9876688718795776,8.466466903686523,-8.(...TRUNCATED) | [1592.013916015625,1741.4705810546875,1593.256591796875,1742.09814453125,1564.5152587890625,1570.669(...TRUNCATED) | [1203.408935546875,1487.1478271484375,2230.685546875,3396.09765625,1284.034423828125,739.38128662109(...TRUNCATED) | [-1.300241470336914,1.5543627738952637,-0.7794961929321289,0.6809783577919006,38.43550109863281,-41.(...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 | 7 | PGLearn.DCOPF | 7,674,163 | 7,674,163 | FEASIBLE_POINT | FEASIBLE_POINT | OPTIMAL | 0.201465 | 0.148511 | 7.998252 | [1.2100000381469727,1.1128802299499512,1.0783244371414185,1.1924645900726318,1.120163083076477,1.142(...TRUNCATED) | [0.28220000863075256,1.0,0.25349998474121094,0.23189999163150787,0.16899999976158142,1.0,0.107299998(...TRUNCATED) | 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