PGLearn Large
Collection
Primal and dual AC/DC/SOC-OPF solutions for grids with 5000-10000 buses.
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3 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
[0.0009973300620913506,0.4042910039424896,0.010267000645399094,0.05998999997973442,0.037618000060319(...TRUNCATED) | [0.0003468700160738081,0.14183300733566284,0.004480999894440174,0.013954000547528267,0.0088028004392(...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 | [1.059139370918274,1.059139370918274,1.059139370918274,1.059139370918274,1.0326052904129028,1.032605(...TRUNCATED) | [0.16499535739421844,0.16499535739421844,0.16499535739421844,0.16499535739421844,0.01998643390834331(...TRUNCATED) | [0.8751999735832214,3.037299871444702,0.15729999542236328,0.06299999356269836,0.23179998993873596,0.(...TRUNCATED) | [-0.6661587357521057,-0.3778722286224365,-0.15799647569656372,-0.1835964471101761,-0.169196441769599(...TRUNCATED) | [-6.55449879841028e-21,0.49139437079429626,-0.658962607383728,0.06750572472810745,0.0990651845932006(...TRUNCATED) | [6.334760761209928e-26,-0.48792675137519836,0.6595356464385986,-0.06741973757743835,-0.0990108996629(...TRUNCATED) | [-2.191392485831553e-25,-0.009544669650495052,0.0034859240986406803,0.021610964089632034,-0.01589908(...TRUNCATED) | [-6.532371592785057e-28,-0.03208678588271141,-0.012579596601426601,-0.10820110142230988,0.0013558238(...TRUNCATED) | [613.9238891601562,613.9238891601562,613.9238891601562,613.9238891601562,637.4186401367188,637.41864(...TRUNCATED) | [-6.187592506408691,-6.187615871429443,-6.187615871429443,-6.187614440917969,-4.067606449127197,-4.0(...TRUNCATED) | [-0.00016325211618095636,-0.00016325211618095636,-0.00016325211618095636,-0.00016325211618095636,-0.(...TRUNCATED) | [2601.71875,3066.3388671875,7930.890625,9216.6787109375,8199.98046875,7110.4833984375,7550.416992187(...TRUNCATED) | [2.8810945877921768e-6,2.494643240424921e-6,2.5396344661712646,2.521381378173828,2.5111687183380127,(...TRUNCATED) | [-613.9238891601562,-613.9239501953125,-613.9238891601562,-613.9238891601562,-613.9238891601562,-613(...TRUNCATED) | [-613.9238891601562,-621.061767578125,-613.0755004882812,-614.1222534179688,-614.7998657226562,-613.(...TRUNCATED) | [6.187592506408691,6.187592506408691,6.187592506408691,6.187592506408691,6.187592506408691,6.1876158(...TRUNCATED) | [6.187614440917969,4.940626621246338,5.803441524505615,6.749115943908691,7.383281707763672,6.1876144(...TRUNCATED) | [-1.2705494208814505e-21,-1.7809443306759931e-6,1.3137406540408847e-6,-1.8328739770367974e-7,-2.4172(...TRUNCATED) | [0.0,1.7671649175099446e-6,-1.3149933693057392e-6,1.8305362914361467e-7,2.415885660411732e-7,0.0,0.0(...TRUNCATED) | [0.0,3.299415496371694e-8,-6.6334426840342076e-9,-5.864250596232523e-8,3.874351151011979e-8,0.0,0.0,(...TRUNCATED) | [0.0,1.1089815643572365e-7,2.392931719441549e-8,2.9410128377094225e-7,-3.303531670439952e-9,0.0,0.0,(...TRUNCATED) | [1.2707374365844424e-27,-6.327579171738762e-7,8.62901146092554e-8,-4.00483415319286e-8,-6.0107396393(...TRUNCATED) | [-1.4865080402159947e-6,-1.812078153307084e-6,-9.967363894247683e-7,-1.3575727280112915e-6,-1.219961(...TRUNCATED) | [-1.4865080402159947e-6,-1.811179345168057e-6,-9.968362064682879e-7,-1.3598830719274702e-6,-1.219918(...TRUNCATED) | -0 | 1 | PGLearn.ACOPF | 1,046,664.3125 | 1,085,580 | FEASIBLE_POINT | FEASIBLE_POINT | LOCALLY_SOLVED | 2.054325 | 1.521129 | 26.31955 | [0.1711120307445526,0.1711120307445526,0.1711120307445526,0.1711120307445526,0.024113820865750313,0.(...TRUNCATED) | [0.8751999735832214,3.0373001098632812,0.15729999542236328,0.06300000101327896,0.23180000483989716,0(...TRUNCATED) | [-0.0,0.44462502002716064,-0.5214195251464844,0.020848330110311508,0.05494886636734009,-0.0,-0.0,-0.(...TRUNCATED) | [502.4969482421875,502.4969482421875,502.4969482421875,502.4969482421875,502.4969482421875,502.49694(...TRUNCATED) | [2747.920654296875,3211.658447265625,8083.392578125,9369.3056640625,8352.3701171875,7262.88916015625(...TRUNCATED) | [-0.0,-4.793014873882839e-10,-3.2489694962167803e-11,2.3443982866133695e-10,1.8492310460693773e-10,-(...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 | 1 | PGLearn.DCOPF | 1,034,987.9375 | 1,034,987.9375 | FEASIBLE_POINT | FEASIBLE_POINT | OPTIMAL | 0.084628 | 0.059333 | 3.903094 | [1.1074806451797485,1.0868713855743408,1.0869113206863403,1.0879113674163818,1.0590828657150269,1.04(...TRUNCATED) | [0.8751999735832214,3.0373001098632812,0.15729999542236328,0.06299999356269836,0.23179998993873596,0(...TRUNCATED) | [-0.3751729130744934,-0.1558426022529602,-0.15799812972545624,-0.1835980862379074,-0.169198036193847(...TRUNCATED) | [0.000055085001804400235,0.3830273151397705,-0.5218039155006409,0.008876310661435127,0.1288479119539(...TRUNCATED) | [-3.8181013906068983e-11,-0.3804927468299866,0.5221883654594421,-0.008654437027871609,-0.12837734818(...TRUNCATED) | [0.20582590997219086,0.13672906160354614,0.1179262101650238,-0.19270406663417816,-0.268123984336853,(...TRUNCATED) | [-0.20399931073188782,-0.1820758581161499,-0.12798777222633362,0.10695552080869675,0.256408751010894(...TRUNCATED) | [1.0976523160934448,1.0866179466247559,1.1071407794952393,1.1150269508361816,1.1173913478851318,1.08(...TRUNCATED) | [-0.0002937589888460934,0.03106100484728813,-0.00485906470566988,0.0020901854149997234,0.00689551746(...TRUNCATED) | [619.8366088867188,619.836669921875,619.836669921875,619.836669921875,642.5816650390625,642.58172607(...TRUNCATED) | [-4.900529861450195,5.166205028217519e-6,5.375214641389903e-6,-4.6513214111328125,-0.828176498413085(...TRUNCATED) | [-6.94795880917809e-6,-4.901539796264842e-6,-4.904975412500789e-6,-4.991422429156955e-6,-2.837762394(...TRUNCATED) | [2599.3984375,3063.9794921875,7930.17626953125,9215.94921875,8199.2744140625,7109.77978515625,7549.7(...TRUNCATED) | [2.5089607902373245e-7,2.298791770272146e-7,0.5790882706642151,0.5673941969871521,0.5501874685287476(...TRUNCATED) | [-619.8366088867188,-619.8366088867188,-619.8366088867188,-619.8366088867188,-619.8366088867188,-619(...TRUNCATED) | [-619.836669921875,-626.984619140625,-619.0824584960938,-619.4703369140625,-620.5103149414062,-619.8(...TRUNCATED) | [4.900529384613037,4.900529384613037,4.900529861450195,4.900529861450195,4.900529861450195,-5.166205(...TRUNCATED) | [4.6513214111328125,0.5278657078742981,4.272618293762207,8.8140287399292,7.553330421447754,-5.380084(...TRUNCATED) | [[408.13751220703125,1694.34423828125,15012.0869140625,3353.0859375],[2952.028564453125,0.0007397701(...TRUNCATED) | [[4.455240230072377e-7,4.926393444293353e-7,3.648978577075468e-7],[4.250079257417383e-7,4.0537511836(...TRUNCATED) | [[4.4546837330017297e-7,4.9386909495297e-7,3.6501253930509847e-7],[4.2335395278314536e-7,4.050263839(...TRUNCATED) | [1.766753826570877e-10,-1.9068073342509706e-8,2.8726694356606686e-9,-1.2185876752113245e-9,-4.002094(...TRUNCATED) | [-8.10526489658514e-6,-7.2147099672292825e-6,-9.018837772600818e-6,-9.913398571370635e-6,-0.00001021(...TRUNCATED) | [5.815590231605938e-10,-6.154777310030113e-8,9.62023438688675e-9,-4.139192544272419e-9,-1.3652081243(...TRUNCATED) | [-1.9838318487952478e-11,-1.6498013621912833e-7,1.2377599034607556e-7,-2.9206155272021306e-9,-3.8114(...TRUNCATED) | [8.53281932822669e-17,1.638256321712106e-7,-1.238725957364295e-7,2.8477020741490833e-9,3.79744555800(...TRUNCATED) | [-7.4642166225658e-8,-5.743283182368941e-8,-2.720667424682688e-8,6.368546223711746e-8,7.991172168431(...TRUNCATED) | [7.397045465040719e-8,7.669603263593672e-8,2.9535657475321386e-8,-3.520953484326128e-8,-7.6355647138(...TRUNCATED) | 1 | PGLearn.SOCOPF | null | null | OTHER_RESULT_STATUS | OTHER_RESULT_STATUS | NUMERICAL_ERROR | 0.367397 | 0.878985 | 31.518986 |
[0.0009334647911600769,0.3951456546783447,0.010378343053162098,0.05925446376204491,0.037981260567903(...TRUNCATED) | [0.00034211325692012906,0.1420568823814392,0.00450801569968462,0.013916976749897003,0.00880992598831(...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 | [1.0588520765304565,1.0588520765304565,1.0588520765304565,1.0588520765304565,1.0319979190826416,1.03(...TRUNCATED) | [0.1627463698387146,0.1627463698387146,0.1627463698387146,0.1627463698387146,0.019073309376835823,0.(...TRUNCATED) | [0.8751999735832214,3.037299871444702,0.15729999542236328,0.06299999356269836,0.23179998993873596,0.(...TRUNCATED) | [-0.6742214560508728,-0.3841422498226166,-0.15799644589424133,-0.1835964322090149,-0.169196411967277(...TRUNCATED) | [1.8878571868061558e-21,0.48696112632751465,-0.6504791378974915,0.06515420973300934,0.09743034094572(...TRUNCATED) | [5.846996008731068e-24,-0.4835517704486847,0.6510382294654846,-0.0650789886713028,-0.097376815974712(...TRUNCATED) | [4.33696533727052e-19,-0.006384761072695255,0.014096061699092388,0.01522256713360548,-0.023275980725(...TRUNCATED) | [-4.336808689942018e-19,-0.03552091494202614,-0.023266058415174484,-0.10184301435947418,0.0087316352(...TRUNCATED) | [604.4093627929688,604.4093627929688,604.4093627929688,604.4093627929688,627.06005859375,627.0600585(...TRUNCATED) | [-6.16580867767334,-6.165832042694092,-6.165832042694092,-6.165830612182617,-4.050813674926758,-4.05(...TRUNCATED) | [-0.00016164297994691879,-0.00016164297994691879,-0.00016164297994691879,-0.00016164297994691879,-0.(...TRUNCATED) | [2612.559326171875,3077.1650390625,7941.818359375,9227.6083984375,8210.90625,7121.40966796875,7561.3(...TRUNCATED) | [2.905846031353576e-6,2.512572791601997e-6,2.5230956077575684,2.5050575733184814,2.4951071739196777,(...TRUNCATED) | [-604.4093627929688,-604.4093627929688,-604.4093627929688,-604.4093627929688,-604.4093627929688,-604(...TRUNCATED) | [-604.4093627929688,-611.2975463867188,-603.5859375,-604.6099853515625,-605.27197265625,-604.4093627(...TRUNCATED) | [6.16580867767334,6.16580867767334,6.16580867767334,6.16580867767334,6.16580867767334,6.165832042694(...TRUNCATED) | [6.165830612182617,4.938327789306641,5.791432857513428,6.716988563537598,7.328359127044678,6.1658306(...TRUNCATED) | [1.2705494208814505e-21,-1.7633262814342743e-6,1.2952259567100555e-6,-1.7689394837816508e-7,-2.37722(...TRUNCATED) | [0.0,1.7498130091553321e-6,-1.2964438838025671e-6,1.7668945417881332e-7,2.3759153577884717e-7,0.0,0.(...TRUNCATED) | [-3.3881317890172014e-21,2.212475891383292e-8,-2.683369082490117e-8,-4.131601372137084e-8,5.67205837(...TRUNCATED) | [4.658681209898652e-21,1.2272595029116928e-7,4.4276610822180373e-8,2.767752675936208e-7,-2.127501375(...TRUNCATED) | [1.0156822199661653e-26,-6.267031835704984e-7,8.546452079372102e-8,-3.932416348106926e-8,-5.98068012(...TRUNCATED) | [-1.4865080402159947e-6,-1.810473577279481e-6,-9.955283530871384e-7,-1.3574604054156225e-6,-1.219956(...TRUNCATED) | [-1.4865080402159947e-6,-1.809710738598369e-6,-9.956465873983689e-7,-1.359544171464222e-6,-1.2198771(...TRUNCATED) | 0 | 2 | PGLearn.ACOPF | 1,046,186.5625 | 1,093,420.25 | FEASIBLE_POINT | FEASIBLE_POINT | LOCALLY_SOLVED | 2.231088 | 1.884149 | 28.339079 | [0.16994032263755798,0.16994032263755798,0.16994032263755798,0.16994032263755798,0.02385983616113662(...TRUNCATED) | [0.8751999735832214,3.0373001098632812,0.15729999542236328,0.06300000101327896,0.23180000483989716,0(...TRUNCATED) | [-0.0,0.44120094180107117,-0.5254392623901367,0.024477213621139526,0.058827634900808334,-0.0,-0.0,-0(...TRUNCATED) | [499.2146301269531,499.2146301269531,499.2146301269531,499.2146301269531,499.2146301269531,499.21463(...TRUNCATED) | [2751.203125,3214.94091796875,8086.67529296875,9372.587890625,8355.65234375,7266.17138671875,7706.17(...TRUNCATED) | [-0.0,-9.845036591515921e-11,-6.046693094147182e-12,4.837144226832457e-11,3.4975886770149955e-11,-0.(...TRUNCATED) | [0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0(...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 | 1,034,549.9375 | 1,034,549.9375 | FEASIBLE_POINT | FEASIBLE_POINT | OPTIMAL | 0.080248 | 0.450601 | 3.845696 | [1.1071298122406006,1.0865206718444824,1.086560606956482,1.0875606536865234,1.0586824417114258,1.042(...TRUNCATED) | [0.8751999735832214,3.0373001098632812,0.15729999542236328,0.06299999356269836,0.23179998993873596,0(...TRUNCATED) | 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