PGLearn N-1
Collection
Primal and dual AC/DC/SOC-OPF solutions with a generator or line contingency.
•
13 items
•
Updated
Datasets:
Dataset Viewer
input/pd
sequence | input/qd
sequence | input/gen_status
sequence | input/branch_status
sequence | input/seed
int64 2
118k
| 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
118k
| ACOPF/meta/formulation
stringclasses 1
value | ACOPF/meta/primal_objective_value
float32 69.6k
143k
| ACOPF/meta/dual_objective_value
float32 -2,061,450.88
6.17M
| 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 0.03
0.46
| ACOPF/meta/extract_time
float32 0.03
0.49
| ACOPF/meta/solve_time
float32 0.1
0.65
| 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
118k
| DCOPF/meta/formulation
stringclasses 1
value | DCOPF/meta/primal_objective_value
float32 67.1k
131k
| DCOPF/meta/dual_objective_value
float32 67.1k
131k
| 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
0.41
| DCOPF/meta/extract_time
float32 0
0.4
| DCOPF/meta/solve_time
float32 0
0.17
| 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
118k
| SOCOPF/meta/formulation
stringclasses 1
value | SOCOPF/meta/primal_objective_value
float32 69.3k
131k
| SOCOPF/meta/dual_objective_value
float32 69.3k
131k
| 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 0.01
0.52
| SOCOPF/meta/extract_time
float32 0.01
0.42
| SOCOPF/meta/solve_time
float32 0.08
0.52
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
[0.5301914215087891,0.24445533752441406,0.42187756299972534,0.4104728400707245,0.6700816750526428,0.(...TRUNCATED) | [0.2723694145679474,0.09669212996959686,0.1288129687309265,0.14539547264575958,0.26102444529533386,0(...TRUNCATED) | [true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,false,true,tru(...TRUNCATED) | [true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true(...TRUNCATED) | 2 | [1.0161423683166504,1.022200345993042,1.024795413017273,1.059999942779541,1.0592994689941406,1.04807(...TRUNCATED) | [-0.5454480051994324,-0.5396374464035034,-0.527601957321167,-0.4563732445240021,-0.44658470153808594(...TRUNCATED) | [0.0,0.0,0.0,0.0,5.050000190734863,-8.988200406179203e-9,0.0,0.0,0.0,0.0,2.051654100418091,4.8499999(...TRUNCATED) | [0.14999979734420776,0.6585824489593506,0.49999862909317017,1.08928644657135,-1.2026759386062622,0.4(...TRUNCATED) | [-0.07239102572202682,-0.45780041813850403,-1.292433738708496,-0.8374574184417725,1.2062056064605713(...TRUNCATED) | [0.07259056717157364,0.4604702591896057,1.295282244682312,0.8538170456886292,-1.1907750368118286,-0.(...TRUNCATED) | [-0.052600570023059845,-0.06976903975009918,0.38366490602493286,-0.1224687248468399,-0.0181351844221(...TRUNCATED) | [0.026874976232647896,0.06727667152881622,-0.3731076717376709,0.16493459045886993,0.0723236501216888(...TRUNCATED) | [3517.959228515625,3509.463623046875,3473.5654296875,3335.757080078125,3323.119873046875,3425.833007(...TRUNCATED) | [44.136756896972656,34.73714828491211,37.839439392089844,1.397834466843051e-6,6.446085453033447,6.60(...TRUNCATED) | [-0.00008788854029262438,-0.00012990763934794813,-0.0001510213187430054,-526.522705078125,-0.0129002(...TRUNCATED) | [-3517.959228515625,-3335.757080078125,-3425.8330078125,-3315.64697265625,-673.80322265625,8984.8916(...TRUNCATED) | [-44.136756896972656,-1.397834466843051e-6,-6.602709770202637,-2.5347567316202912e-6,0.0000311685471(...TRUNCATED) | [-3517.959228515625,-3517.959228515625,-3335.757080078125,-3473.5654296875,-3323.119873046875,-3425.(...TRUNCATED) | [-3509.463623046875,-3473.5654296875,-3323.119873046875,-3323.119873046875,-3425.8330078125,-3446.60(...TRUNCATED) | [-44.136756896972656,-44.136756896972656,-9.211812539433595e-6,-37.83943557739258,-6.446084976196289(...TRUNCATED) | [-34.73714828491211,-37.839439392089844,-6.446077823638916,-6.446087837219238,-6.602711200714111,-11(...TRUNCATED) | [5.78585400035081e-7,4.0200761759479064e-6,0.000016464791769976728,6.448722615459701e-6,-0.000013350(...TRUNCATED) | [-5.801875886390917e-7,-4.048314622195903e-6,-0.000016586744095548056,-6.652654519712087e-6,0.000012(...TRUNCATED) | [4.199534657800541e-7,5.57537816803233e-7,-2.364331066928571e-6,7.306654765670828e-7,1.0645842252188(...TRUNCATED) | [-2.143725055248069e-7,-5.375400746743253e-7,2.293062834723969e-6,-9.879794333755854e-7,-4.252323435(...TRUNCATED) | [3.8539980096174986e-7,1.1849137990793679e-6,6.493956448139215e-7,5.504802629729966e-6,-3.9501223909(...TRUNCATED) | [-4.001026354671922e-6,-4.400898887979565e-6,-7.1020922405296005e-6,-3.874702088069171e-6,-5.5352516(...TRUNCATED) | [-3.997479780082358e-6,-4.405399067763938e-6,-7.098662990756566e-6,-3.94169319406501e-6,-5.429184056(...TRUNCATED) | 0 | 2 | PGLearn.ACOPF | 116,260.414063 | 112,844.867188 | FEASIBLE_POINT | FEASIBLE_POINT | LOCALLY_SOLVED | 0.089855 | 0.030116 | 0.166998 | [-0.5239302515983582,-0.5170626044273376,-0.5022855997085571,-0.4160159230232239,-0.4053128063678741(...TRUNCATED) | [0.0,0.0,0.0,0.0,5.050000190734863,0.0,0.0,0.0,0.0,0.0,2.0164268016815186,4.849999904632568,0.0,0.17(...TRUNCATED) | [-0.06295380741357803,-0.4672376215457916,-1.279025673866272,-0.8553060293197632,1.1992878913879395,(...TRUNCATED) | [3101.804443359375,3101.125244140625,3102.0927734375,3103.476318359375,3103.698974609375,3102.220703(...TRUNCATED) | [-3101.804443359375,-3103.476318359375,-3102.220703125,-3106.2841796875,-607.9421997070312,9357.4501(...TRUNCATED) | [-0.6792160272598267,0.2884269654750824,0.22271233797073364,1.606049656867981,-1.478324055671692,-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 | 110,962.40625 | 110,962.40625 | FEASIBLE_POINT | FEASIBLE_POINT | OPTIMAL | 0.002446 | 0.001294 | 0.004291 | [1.0323023796081543,1.0456846952438354,1.049560785293579,1.1235997676849365,1.1193262338638306,1.097(...TRUNCATED) | [1.8089492570538823e-8,1.7830556586773127e-8,1.7958743825374768e-8,1.780321490230108e-8,5.0500001907(...TRUNCATED) | [0.1499994546175003,0.8272814750671387,0.49999600648880005,0.4102109670639038,-0.9968111515045166,0.(...TRUNCATED) | [-0.04708249121904373,-0.4831089377403259,-1.2248642444610596,-0.8979465961456299,1.3316569328308105(...TRUNCATED) | [0.047228239476680756,0.4860582649707794,1.2276787757873535,0.9166033267974854,-1.3127832412719727,-(...TRUNCATED) | [-0.06554631143808365,-0.05682364106178284,0.5434184670448303,-0.09363208711147308,-0.05235122144222(...TRUNCATED) | [0.039636414498090744,0.05525471270084381,-0.5330121517181396,0.14644087851047516,0.1221921071410179(...TRUNCATED) | [1.0389673709869385,1.040706992149353,1.1214096546173096,1.0797039270401,1.1058754920959473,1.091832(...TRUNCATED) | [-0.0031147280242294073,-0.01982283778488636,-0.010732908733189106,-0.09508088231086731,0.0724374800(...TRUNCATED) | [3593.733642578125,3583.733642578125,3548.956787109375,3414.39404296875,3401.559326171875,3501.81616(...TRUNCATED) | [43.93840408325195,33.24860763549805,37.941890716552734,4.835004801861942e-6,7.36107063293457,6.1144(...TRUNCATED) | [-0.0000833978338050656,-0.0001443621440557763,-0.0001648953912081197,-163.8121337890625,-0.00531035(...TRUNCATED) | [-3593.733642578125,-3414.39404296875,-3501.816162109375,-3400.786865234375,-754.8508911132812,8912.(...TRUNCATED) | [-43.93840408325195,-4.835004801861942e-6,-6.114428520202637,-2.7658954877551878e-6,0.00004301558510(...TRUNCATED) | [-3593.733642578125,-3593.733642578125,-3414.39404296875,-3548.956787109375,-3401.559326171875,-3501(...TRUNCATED) | [-3583.733642578125,-3548.956787109375,-3401.559326171875,-3401.559326171875,-3501.816162109375,-352(...TRUNCATED) | [-43.93840408325195,-43.93840408325195,-0.00002384512481512502,-37.94188690185547,-7.361069202423096(...TRUNCATED) | [-33.24861145019531,-37.941890716552734,-7.3610520362854,-7.361074924468994,-6.114432334899902,-10.2(...TRUNCATED) | [[14705.4658203125,34713.58203125,127410.34375,10321.0205078125],[19017.36328125,50524.33984375,1226(...TRUNCATED) | [[0.000016809108274173923,0.00001870601045084186,0.00003339695467730053],[0.000019725133824977092,0.(...TRUNCATED) | [[0.00001678848457231652,0.000018727752831182443,0.0000332883901137393],[0.000020147730538155884,0.0(...TRUNCATED) | [4.3304427777002275e-7,2.81308393823565e-6,1.2998121974305832e-6,0.000012835339475714136,-9.17853776(...TRUNCATED) | [-0.00019119054195471108,-0.00019779792637564242,-0.011583579704165459,-0.0004585210408549756,-0.001(...TRUNCATED) | [4.890487730335735e-7,3.1802169360162225e-6,1.7095449038606603e-6,0.000015707637430750765,-0.0000117(...TRUNCATED) | [1.0346386716264533e-6,0.000011952984095842112,0.000038558675441890955,0.00002017562474065926,-0.000(...TRUNCATED) | [-1.033207013279025e-6,-0.00001203001374960877,-0.00003876675327774137,-0.000020909943486913107,0.00(...TRUNCATED) | [1.4660057559012785e-6,1.310355060013535e-6,-9.209738891513553e-6,1.5697410162829328e-6,7.2307057052(...TRUNCATED) | [-8.765958909862093e-7,-1.2431252116584801e-6,9.063994184543844e-6,-2.4595735794719076e-6,-1.8571826(...TRUNCATED) | 2 | PGLearn.SOCOPF | 113,963.75 | 113,963.6875 | FEASIBLE_POINT | FEASIBLE_POINT | OPTIMAL | 0.009469 | 0.01362 | 0.091847 |
[0.4097145199775696,0.15521889925003052,0.42251715064048767,0.42233261466026306,0.4141237735748291,0(...TRUNCATED) | [0.2385912537574768,0.08142591267824173,0.09263955801725388,0.12658771872520447,0.2293466478586197,0(...TRUNCATED) | [true,true,true,true,true,false,true,true,true,true,true,true,true,true,true,true,true,true,true,tru(...TRUNCATED) | [true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true(...TRUNCATED) | 3 | [1.0229380130767822,1.0267822742462158,1.0294520854949951,1.059999942779541,1.0572928190231323,1.050(...TRUNCATED) | [-0.290370911359787,-0.2840038239955902,-0.2774218022823334,-0.21706175804138184,-0.2078588157892227(...TRUNCATED) | [0.0,0.0,0.0,0.0,5.050000190734863,0.0,0.0,0.0,0.0,0.0,8.081433855444686e-10,4.849999904632568,0.0,0(...TRUNCATED) | [0.14999990165233612,0.8757938146591187,0.49999919533729553,-0.19288566708564758,-0.821706235408783,(...TRUNCATED) | [-0.07217683643102646,-0.3375377058982849,-1.1556310653686523,-0.7184975743293762,0.9485329985618591(...TRUNCATED) | [0.07233631610870361,0.33897605538368225,1.1583259105682373,0.7303851842880249,-0.9389339685440063,-(...TRUNCATED) | [-0.03054814785718918,-0.058043211698532104,0.6192405223846436,-0.09571999311447144,-0.0527534186840(...TRUNCATED) | [0.0043952492997050285,0.05137648433446884,-0.6093754768371582,0.11806995421648026,0.080480225384235(...TRUNCATED) | [2823.009033203125,2814.108154296875,2797.57763671875,2707.26904296875,2698.322998046875,2760.341064(...TRUNCATED) | [27.952903747558594,24.706859588623047,23.962255477905273,6.776136274311284e-7,5.558432579040527,3.8(...TRUNCATED) | [-0.00004760662341141142,-0.00005927216989221051,-0.00006874612154206261,-133.93081665039062,-0.0011(...TRUNCATED) | [-2823.009033203125,-2707.26904296875,-2760.341064453125,-2699.973388671875,-84.1822509765625,0.0,-2(...TRUNCATED) | [-27.952903747558594,-6.776136274311284e-7,-3.8933775424957275,1.3789325237212324e-7,3.7834702197869(...TRUNCATED) | [-2823.009033203125,-2823.009033203125,-2707.26904296875,-2797.57763671875,-2698.322998046875,-2760.(...TRUNCATED) | [-2814.108154296875,-2797.57763671875,-2698.322998046875,-2698.322998046875,-2760.341064453125,-2774(...TRUNCATED) | [-27.952903747558594,-27.952903747558594,-4.992912181478459e-6,-23.962255477905273,-5.55843257904052(...TRUNCATED) | [-24.706859588623047,-23.962255477905273,-5.5584282875061035,-5.5584330558776855,-3.8933780193328857(...TRUNCATED) | [2.0215965434999816e-7,9.928197641784209e-7,4.17843784816796e-6,1.7978851474254043e-6,-2.74974786407(...TRUNCATED) | [-2.0260841893104953e-7,-9.974982049243408e-7,-4.203053777018795e-6,-1.8400750150249223e-6,2.6996656(...TRUNCATED) | [8.544310503566521e-8,1.622729257633182e-7,-1.4536493608829915e-6,1.9955258778736606e-7,1.0921395698(...TRUNCATED) | [-1.2323267739589028e-8,-1.4356722033426195e-7,1.4241331882658415e-6,-2.465659463268821e-7,-1.664978(...TRUNCATED) | [1.479846645224825e-7,3.0113082516436407e-7,2.1394106397565338e-7,1.6457220226584468e-6,-1.092489469(...TRUNCATED) | [-1.4009467577125179e-6,-1.4729441772942664e-6,-2.3106570097297663e-6,-1.2556280353237526e-6,-1.4512(...TRUNCATED) | [-1.4003976502863225e-6,-1.4731105011378531e-6,-2.3008374228083994e-6,-1.2666090469792834e-6,-1.4418(...TRUNCATED) | -0 | 3 | PGLearn.ACOPF | 83,126.125 | 80,722.15625 | FEASIBLE_POINT | FEASIBLE_POINT | LOCALLY_SOLVED | 0.034113 | 0.029117 | 0.156994 | [-0.26796168088912964,-0.2610647976398468,-0.2519105076789856,-0.177969291806221,-0.1683194935321808(...TRUNCATED) | [0.0,0.0,0.0,0.0,5.050000190734863,0.0,0.0,0.0,0.0,0.0,0.0,4.849999904632568,0.0,0.0,0.0,0.0,0.0,0.0(...TRUNCATED) | [-0.06322190165519714,-0.34649261832237244,-1.1531552076339722,-0.7372778654098511,0.955865859985351(...TRUNCATED) | [2576.1787109375,2576.17822265625,2576.178955078125,2576.1796875,2576.1796875,2576.178955078125,2576(...TRUNCATED) | [-2576.1787109375,-2576.1796875,-2576.178955078125,-2576.18115234375,-77.83926391601562,0.0,-2576.17(...TRUNCATED) | [-0.0003861112636514008,0.00016396092541981488,0.00012437465193215758,0.000912984658498317,-0.000840(...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 | 80,070.007813 | 80,070.007813 | FEASIBLE_POINT | FEASIBLE_POINT | OPTIMAL | 0.00247 | 0.001295 | 0.004275 | [1.0469077825546265,1.0549242496490479,1.0602301359176636,1.1235994100570679,1.1180423498153687,1.10(...TRUNCATED) | [6.895971438325432e-8,6.859068690800996e-8,6.876130953514803e-8,6.855806589101121e-8,5.0499992370605(...TRUNCATED) | 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