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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
[0.055056437849998474,1.5903838872909546,0.3239762783050537,0.38633447885513306,1.7508337497711182,0(...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 | [1.0313657522201538,1.049106478691101,1.0431846380233765,1.067599892616272,1.0708084106445312,1.0678(...TRUNCATED) | [-0.18282553553581238,0.5170333981513977,0.2521723210811615,0.19482731819152832,0.1624593585729599,0(...TRUNCATED) | [0.4399999976158142,0.4399999976158142,0.043999992311000824,0.04999999329447746,0.04679999127984047,(...TRUNCATED) | [-0.08999988436698914,-0.08999988436698914,-0.11999955028295517,0.011644750833511353,-0.128578454256(...TRUNCATED) | [0.055077146738767624,2.539062976837158,-3.4322433471679688,-0.5049205422401428,1.399999976158142,0.(...TRUNCATED) | [-0.055056437849998474,-2.538939952850342,3.433812141418457,0.5050864815711975,-1.3999584913253784,-(...TRUNCATED) | [-0.090666264295578,-0.06898690015077591,-0.3567982614040375,0.5187278985977173,-0.5372605919837952,(...TRUNCATED) | [0.05637754872441292,-0.08283504098653793,0.30728796124458313,-0.6094176173210144,0.3849647045135498(...TRUNCATED) | [2491.09326171875,4547.75927734375,6582.35302734375,3624.916259765625,3651.4560546875,3634.162353515(...TRUNCATED) | [-55.943565368652344,-67.36012268066406,-3444.68408203125,12.067551612854004,17.54698371887207,15.66(...TRUNCATED) | [-0.00009422935545444489,0.01288247387856245,0.000014279843526310287,-0.0001784401829354465,-0.00043(...TRUNCATED) | [501.1258239746094,7095.03466796875,7753.82470703125,5901.765625,6915.74609375,-2676.98486328125,-36(...TRUNCATED) | [74.32992553710938,74.32992553710938,19.694807052612305,0.000012627697287825868,0.000175887849763967(...TRUNCATED) | [-2490.525146484375,-4547.357421875,-4557.24755859375,-4537.49951171875,-4547.59765625,-7338.5747070(...TRUNCATED) | [-2491.09326171875,-4547.75927734375,-4547.75927734375,-4547.75927734375,-4547.75927734375,-6582.353(...TRUNCATED) | [55.1480598449707,67.36173248291016,71.45947265625,69.98978424072266,66.92910766601562,7256.72802734(...TRUNCATED) | [55.943565368652344,67.36012268066406,67.36012268066406,67.36012268066406,67.36012268066406,3444.684(...TRUNCATED) | [-3.4345227106769016e-8,-9.643769089962007e-7,1.0285257445730167e-7,2.710688207230305e-8,-4.86173632(...TRUNCATED) | [3.43323094398329e-8,9.643176781537477e-7,-1.0290141005953046e-7,-2.711580293635052e-8,4.86158171497(...TRUNCATED) | [5.654808887811669e-8,2.3094418821756335e-8,1.049053999224725e-8,-2.784929797883251e-8,1.80801222882(...TRUNCATED) | [-3.515631163963917e-8,2.7731365648264727e-8,-9.034364367721537e-9,3.272810644716628e-8,-1.292140581(...TRUNCATED) | [-7.198195106639105e-8,-1.911408453736385e-8,3.8581924854952376e-7,1.090892709498803e-7,-1.112842973(...TRUNCATED) | [-3.1178902304418443e-7,-1.898360153518297e-7,-1.48955230372394e-8,-2.6773156136528087e-8,-1.7450510(...TRUNCATED) | [-3.117350502179761e-7,-1.8984187022397236e-7,-1.4894976807511284e-8,-2.678129362720938e-8,-1.740350(...TRUNCATED) | 0 | 2 | PGLearn.ACOPF | 1,505,097.125 | 1,846,570.75 | FEASIBLE_POINT | FEASIBLE_POINT | LOCALLY_SOLVED | 0.579825 | 0.408479 | 7.257213 | [-0.26493120193481445,0.24061515927314758,-0.04105677083134651,-0.04199850186705589,-0.0844295471906(...TRUNCATED) | [0.4399999976158142,0.4399999976158142,0.04399999976158142,0.05000000074505806,0.046799998730421066,(...TRUNCATED) | [0.055056437849998474,2.5399999618530273,-3.5968847274780273,-0.3431153893470764,1.399999976158142,0(...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,-0.0,4.5364338912938507e-13,-7.845334082899613e-13,-0.0,3.7328901081323806e-10,-3.970339682024(...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 | 0.01994 | 0.016527 | 0.110858 | [1.1659910678863525,1.1917930841445923,1.156234622001648,1.137675166130066,1.176207184791565,1.17502(...TRUNCATED) | [0.4400000274181366,0.4399999976158142,0.04399999603629112,0.04999999701976776,0.046799998730421066,(...TRUNCATED) | [-0.08999941498041153,-0.08999941498041153,-0.11999953538179398,-0.028060032054781914,-0.02465641312(...TRUNCATED) | [0.05507587641477585,2.539200782775879,-3.9712231159210205,0.03413805365562439,1.399999976158142,0.6(...TRUNCATED) | [-0.055056437849998474,-2.5390870571136475,3.9731554985046387,-0.03410474956035614,-1.39996373653411(...TRUNCATED) | [-0.09398755431175232,-0.06370984017848969,-0.32558926939964294,0.30140915513038635,-0.3918100595474(...TRUNCATED) | [0.05637754872441292,-0.10080299526453018,0.2749987542629242,-0.4010399281978607,0.2268441617488861,(...TRUNCATED) | [1.1648201942443848,1.191848635673523,1.1906297206878662,1.1929394006729126,1.1917837858200073,1.151(...TRUNCATED) | [0.0011576155666261911,0.0003170034324284643,-0.007412251550704241,-1.7073390381483478e-6,0.00018149(...TRUNCATED) | [3455.603759765625,3238.544677734375,3367.48291015625,3351.315185546875,3359.118896484375,3358.96337(...TRUNCATED) | [-21.55859375,-0.03531017526984215,-6.4464192390441895,2.3203349113464355,1.5741772651672363,2.27505(...TRUNCATED) | [-0.0003398061671759933,-0.00021807920711580664,-0.0003094846906606108,-0.000059208170569036156,-0.0(...TRUNCATED) | [266.8578796386719,6860.7666015625,9057.2880859375,7247.66015625,7816.57958984375,343.98004150390625(...TRUNCATED) | [12.272120475769043,12.272120475769043,15.230587005615234,0.000068710207415279,-0.000019834598788293(...TRUNCATED) | [-3454.788330078125,-3238.255126953125,-3241.6787109375,-3238.48583984375,-3238.385009765625,-3345.4(...TRUNCATED) | [-3455.603759765625,-3238.544677734375,-3238.544677734375,-3238.544677734375,-3238.544677734375,-336(...TRUNCATED) | [20.431598663330078,0.036530088633298874,-0.17734789848327637,0.6430730223655701,-3.8582493289140984(...TRUNCATED) | [21.55859375,0.03531021624803543,0.03531016409397125,0.03531019762158394,0.03531009703874588,6.44641(...TRUNCATED) | [[39242.58203125,5985605.5,187705.8125,138066.25],[5986252.5,16921.9375,156870.1875,36472.21484375],(...TRUNCATED) | [[1.3155547549104085e-6,1.0933837302218308e-6,2.930531195488584e-7],[3.858148716062715e-7,1.00219904(...TRUNCATED) | [[1.315299300586048e-6,1.0935156069535878e-6,2.930450193616707e-7],[3.8589007544942433e-7,1.00046713(...TRUNCATED) | [-3.6360724209316686e-8,-9.509771636828646e-9,2.2272290323144261e-7,-2.687514100152555e-11,-5.423098(...TRUNCATED) | [-0.00032388127874583006,-0.00023407400294672698,-0.00025126495165750384,-0.000279255211353302,-0.00(...TRUNCATED) | [-4.677817599940681e-8,-1.2125299875265227e-8,2.847483813184226e-7,-3.429003261889996e-11,-6.9140067(...TRUNCATED) | [-2.682589439473304e-8,-7.533470807175036e-7,9.354540253525556e-8,-1.3818219901651219e-9,-3.79760109(...TRUNCATED) | [2.681769295520553e-8,7.533195685027749e-7,-9.359322206137222e-8,1.3807313070657301e-9,3.79761445401(...TRUNCATED) | [4.579618462230428e-8,1.6667426550043274e-8,7.83484210842289e-9,-1.1798407584251436e-8,9.35585902084(...TRUNCATED) | [-2.7461338092393817e-8,2.6415365894649767e-8,-6.671622365672647e-9,1.5980010203975326e-8,-5.0155190(...TRUNCATED) | 2 | PGLearn.SOCOPF | 1,465,343.25 | 1,465,343 | FEASIBLE_POINT | FEASIBLE_POINT | OPTIMAL | 0.127491 | 0.211659 | 6.249515 |
[0.041483618319034576,0.9846160411834717,0.31636688113212585,0.3875729739665985,1.0550358295440674,0(...TRUNCATED) | [-0.04316699132323265,-0.10568924248218536,-0.043347302824258804,0.032634250819683075,0.134420365095(...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 | [1.0421503782272339,1.0559766292572021,1.052461862564087,1.09040105342865,1.0463030338287354,1.05236(...TRUNCATED) | [-0.15155474841594696,-0.26705655455589294,0.1502963751554489,-0.4236840605735779,-0.435554623603820(...TRUNCATED) | [0.4399999976158142,0.4399999976158142,0.043999992311000824,0.049999989569187164,0.04679999127984047(...TRUNCATED) | [-0.08999999612569809,-0.08999999612569809,-0.11999974399805069,-0.08999944478273392,-0.169990673661(...TRUNCATED) | [0.04149661213159561,2.5390403270721436,-2.7463388442993164,-1.1910473108291626,1.399999976158142,-0(...TRUNCATED) | [-0.041483618319034576,-2.538918972015381,2.7473208904266357,1.1915500164031982,-1.3999519348144531,(...TRUNCATED) | [-0.07823802530765533,-0.06981667131185532,-0.07695916295051575,0.5391643643379211,-0.84702122211456(...TRUNCATED) | [0.04316699132323265,-0.0840192586183548,0.018892111256718636,-0.6276384592056274,0.6927656531333923(...TRUNCATED) | [2569.572998046875,1963.1661376953125,3586.02099609375,1691.2490234375,1688.7352294921875,1693.70800(...TRUNCATED) | [-251.9353485107422,-35.422218322753906,-694.7476196289062,20.169353485107422,72.28362274169922,43.8(...TRUNCATED) | [-0.00013518458581529558,0.0010065759997814894,-0.00009497805876890197,-0.0005110424826852977,-0.000(...TRUNCATED) | [1878.5042724609375,8472.4130859375,10390.8486328125,8597.11328125,9296.8798828125,876.4093627929688(...TRUNCATED) | [811.2232055664062,811.2232055664062,33.858734130859375,16.073593139648438,0.9729025363922119,109.31(...TRUNCATED) | [-2569.418212890625,-1962.9984130859375,-1966.1553955078125,-1960.5362548828125,-1963.10546875,-3763(...TRUNCATED) | [-2569.572998046875,-1963.1661376953125,-1963.1661376953125,-1963.1661376953125,-1963.1661376953125,(...TRUNCATED) | [251.5352783203125,35.42327880859375,37.43553924560547,37.224117279052734,35.18198776245117,1293.318(...TRUNCATED) | [251.9353485107422,35.422218322753906,35.422218322753906,35.42222213745117,35.422218322753906,694.74(...TRUNCATED) | [-2.5875458220525616e-8,-9.643659950597794e-7,8.172752075097378e-8,6.416235720507757e-8,-4.861736329(...TRUNCATED) | [2.586735625698111e-8,9.643074463383527e-7,-8.175746302185871e-8,-6.418966336241283e-8,4.86155670387(...TRUNCATED) | [4.87931508530437e-8,2.3372244584152213e-8,2.262300125011052e-9,-2.8948333508083124e-8,2.87323558723(...TRUNCATED) | [-2.6917165385498265e-8,2.812792132544928e-8,-5.553495996402091e-10,3.3708882796190665e-8,-2.3396073(...TRUNCATED) | [-5.395351720949293e-8,-1.8865808470991396e-8,3.0638469183941197e-7,2.3989306896510243e-7,-1.1370132(...TRUNCATED) | [-3.117525295692758e-7,-1.898360153518297e-7,-1.4788593460934862e-8,-2.6867578384326407e-8,-1.759548(...TRUNCATED) | [-3.117069979907683e-7,-1.8984223970619496e-7,-1.4788589908221184e-8,-2.6875929037828428e-8,-1.75148(...TRUNCATED) | 0 | 3 | PGLearn.ACOPF | 1,116,878.625 | 1,328,317.125 | FEASIBLE_POINT | FEASIBLE_POINT | LOCALLY_SOLVED | 0.570116 | 0.415699 | 18.246321 | [-0.19072704017162323,0.03318902105093002,-0.17785322666168213,-0.14370205998420715,-0.1576632112264(...TRUNCATED) | [0.4399999976158142,0.4399999976158142,0.04399999976158142,0.05000000074505806,0.046799998730421066,(...TRUNCATED) | [0.041483618319034576,2.5399999618530273,-3.2760281562805176,-0.6639719009399414,1.399999976158142,-(...TRUNCATED) | [2514.377685546875,2514.377685546875,2514.377685546875,2514.377685546875,2514.377685546875,2514.3776(...TRUNCATED) | [1173.5836181640625,7767.49267578125,9872.3974609375,8108.64306640625,8619.38671875,1206.00952148437(...TRUNCATED) | [-0.0,-0.0,3.531931894846206e-14,-6.108142962778229e-14,-0.0,6.057101348266869e-11,-6.44239392735834(...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 | 3 | PGLearn.DCOPF | 1,039,696 | 1,039,696 | FEASIBLE_POINT | FEASIBLE_POINT | OPTIMAL | 0.021198 | 0.017356 | 0.101433 | [1.1647521257400513,1.1857484579086304,1.1511948108673096,1.118124008178711,1.1638811826705933,1.163(...TRUNCATED) | [0.4399999976158142,0.4399999976158142,0.04399999976158142,0.04999999701976776,0.046799998730421066,(...TRUNCATED) | 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