"""Power System Case: 2383wp Data Source: MATPOWER case file Base MVA: 100.0 MVA Base kV: 220.0 kV All values are in standard MATPOWER units (MW, MVAr, p.u.) Nodes (bus) columns: id, type, Pd, Qd, Gs, Bs, Vm, Va, baseKV, Vmax, Vmin - type: 1=PQ, 2=PV, 3=Slack - Pd/Qd: Active/Reactive power demand (MW/MVAr) - Gs/Bs: Shunt conductance/susceptance (MW/MVAr at V=1.0 p.u.) - Vm: Voltage magnitude (p.u.) - Va: Voltage angle (degrees) - baseKV: Base voltage (kV) - Vmax/Vmin: Voltage limits (p.u.) Units (generators) columns: id, bus_id, Pg, Qg, Qmax, Qmin, Vg, mBase, status, Pmax, Pmin, mc_a, mc_b, mc_c - Pg/Qg: Active/Reactive power output (MW/MVAr) - Qmax/Qmin: Reactive power limits (MVAr) - Vg: Voltage setpoint (p.u.) - mBase: Machine base (MVA) - status: >0 in-service, <=0 out-of-service - Pmax/Pmin: Active power limits (MW) - mc_a/mc_b/mc_c: Marginal cost coefficients (quadratic) Lines (branches) columns: id, from, to, r, x, b, rateA, ratio, angle, status, floor, cap - r/x: Resistance/Reactance (p.u.) - b: Line charging susceptance (p.u.) - rateA: Long-term rating (MVA) - ratio: Transformer tap ratio (0 for line) - angle: Transformer phase shift (degrees) - status: 1=in-service, 0=out-of-service - floor/cap: Power flow limits (MW) Loads columns: id, bus_id, Pd, Qd, mc_a, mc_b, mc_c, d_max, d_min - Pd/Qd: Active/Reactive power demand (MW/MVAr) - mc_a/mc_b/mc_c: Marginal utility coefficients - d_max/d_min: Demand limits (MW) """ from math import inf from powerzoo.case.CaseBase import ClearCase, DataFrame class Case2383wp(ClearCase): GRID_TYPE = "transmission" BUS_COUNT = 2383 VOLTAGE_LEVEL = "HV" SOURCE = "MATPOWER" DESCRIPTION = "Polish 2383-bus winter peak system" def __init__(self, *args, **kwargs): # System base values self.baseMVA = 100.0 self.baseKV = 220.0 # Node (bus) data self.nodes = DataFrame( ['id', 'type', 'Pd', 'Qd', 'Gs', 'Bs', 'Vm', 'Va', 'baseKV', 'Vmax', 'Vmin'], [[1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0945877, -1.4947677, 220.0, 1.11, 0.95], [2.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0853611, -1.0101313, 220.0, 1.11, 0.95], [3.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0745702, -26.208185, 220.0, 1.11, 0.95], [4.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0714122, -8.5164763, 220.0, 1.11, 0.95], [5.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0665303, -18.99745, 220.0, 1.11, 0.95], [6.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0235863, -13.822343, 400.0, 1.05, 0.95], [7.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0597742, -21.443703, 220.0, 1.11, 0.95], [8.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0274658, -10.380289, 400.0, 1.05, 0.95], [9.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0356969, -16.876105, 400.0, 1.05, 0.95], [10.0, 2.0, 12.23, 9.0, 0.0, 0.0, 1.1082311, -20.649904, 220.0, 1.11, 0.95], [11.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.077772, -7.0641396, 220.0, 1.11, 0.95], [12.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0668445, -23.917665, 220.0, 1.11, 0.95], [13.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0651982, -21.489714, 220.0, 1.11, 0.95], [14.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0663588, -5.069768, 220.0, 1.11, 0.95], [15.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0094205, -15.318814, 400.0, 1.05, 0.95], [16.0, 2.0, 54.88, 100.0, 0.0, 0.0, 1.0974008, -0.98470838, 220.0, 1.11, 0.95], [17.0, 2.0, 77.0, 150.0, 0.0, 0.0, 1.0910267, -0.14840674, 220.0, 1.11, 0.95], [18.0, 3.0, 153.0, 350.0, 0.0, 0.0, 1.0337129, 0.0, 400.0, 1.05, 0.95], [19.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0659295, -22.685677, 220.0, 1.11, 0.95], [20.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0371271, -1.9368717, 400.0, 1.05, 0.95], [21.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0594484, -21.874798, 220.0, 1.11, 0.95], [22.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0814061, -12.38874, 220.0, 1.11, 0.95], [23.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0623561, -16.684586, 220.0, 1.11, 0.95], [24.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0544773, -12.101862, 220.0, 1.11, 0.95], [25.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0566312, -10.623758, 220.0, 1.11, 0.95], [26.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0514089, -19.520072, 220.0, 1.11, 0.95], [27.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.065879, -10.248111, 220.0, 1.11, 0.95], [28.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0658528, -10.243115, 220.0, 1.11, 0.95], [29.0, 2.0, 25.98, 60.0, 0.0, 0.0, 1.0967104, -15.340069, 220.0, 1.11, 0.95], [30.0, 2.0, 25.98, 60.0, 0.0, 0.0, 1.0967037, -15.340793, 220.0, 1.11, 0.95], [31.0, 2.0, 20.98, 50.0, 0.0, 0.0, 1.0214422, -10.730991, 400.0, 1.05, 0.95], [32.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0214388, -10.770221, 400.0, 1.05, 0.95], [33.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0603418, -11.007759, 220.0, 1.11, 0.95], [34.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0437449, -10.313949, 400.0, 1.05, 0.95], [35.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0437713, -10.321962, 400.0, 1.05, 0.95], [36.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0036235, -14.019908, 400.0, 1.05, 0.95], [37.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0617538, -17.65358, 220.0, 1.11, 0.95], [38.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0617576, -17.652543, 220.0, 1.11, 0.95], [39.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0154269, -9.4424041, 400.0, 1.05, 0.95], [40.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0154039, -9.4320741, 400.0, 1.05, 0.95], [41.0, 2.0, 11.99, 30.0, 0.0, 0.0, 1.0608776, -8.4979859, 220.0, 1.11, 0.95], [42.0, 2.0, 11.99, 30.0, 0.0, 0.0, 1.0608614, -8.5104656, 220.0, 1.11, 0.95], [43.0, 2.0, 23.98, 60.0, 0.0, 0.0, 1.0229141, -6.9130429, 400.0, 1.05, 0.95], [44.0, 2.0, 23.98, 60.0, 0.0, 0.0, 1.0229414, -6.9257613, 400.0, 1.05, 0.95], [45.0, 2.0, 159.84, 75.0, 0.0, 0.0, 1.0792177, -16.289871, 220.0, 1.11, 0.95], [46.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0792304, -16.288302, 220.0, 1.11, 0.95], [47.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0601105, -10.892212, 220.0, 1.11, 0.95], [48.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0778118, -15.293456, 220.0, 1.11, 0.95], [49.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0778399, -15.297932, 220.0, 1.11, 0.95], [50.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0308481, -8.5192355, 400.0, 1.05, 0.95], [51.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0309346, -8.5378387, 400.0, 1.05, 0.95], [52.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0531367, -13.126893, 220.0, 1.11, 0.95], [53.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0551341, -13.005169, 220.0, 1.11, 0.95], [54.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.056839, -10.553596, 220.0, 1.11, 0.95], [55.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0666858, -16.701687, 220.0, 1.11, 0.95], [56.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0801732, -5.1254995, 220.0, 1.11, 0.95], [57.0, 1.0, 22.98, 10.96, 0.0, 0.0, 1.0788131, -7.2859357, 220.0, 1.11, 0.95], [58.0, 1.0, 21.98, 5.79, 0.0, 0.0, 1.079041, -7.2859427, 220.0, 1.11, 0.95], [59.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.1053709, 0.46680305, 220.0, 1.11, 0.95], [60.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.1034167, -3.8522131, 220.0, 1.11, 0.95], [61.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.1084574, 2.0938304, 220.0, 1.11, 0.95], [62.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.1084386, 2.0954656, 220.0, 1.11, 0.95], [63.0, 2.0, 37.37, 52.69, 0.0, 0.0, 1.11, 0.81330015, 220.0, 1.11, 0.95], [64.0, 2.0, 35.37, 55.32, 0.0, 0.0, 1.1092626, 0.64640274, 220.0, 1.11, 0.95], [65.0, 1.0, 13.39, 2.02, 0.0, 0.0, 1.1032007, -1.0285054, 220.0, 1.11, 0.95], [66.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.1002514, -8.6354732, 220.0, 1.11, 0.95], [67.0, 2.0, 60.4, 92.1, 0.0, 0.0, 1.05, -6.5572721, 400.0, 1.05, 0.95], [68.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.1001654, -6.9023386, 220.0, 1.11, 0.95], [69.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.1069854, -0.83820638, 220.0, 1.11, 0.95], [70.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0848694, -4.3023178, 220.0, 1.11, 0.95], [71.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0989066, -1.837146, 220.0, 1.11, 0.95], [72.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0989066, -1.837146, 220.0, 1.11, 0.95], [73.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0878356, -3.6331435, 220.0, 1.11, 0.95], [74.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0848991, -4.5132859, 220.0, 1.11, 0.95], [75.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0319269, -1.6723208, 400.0, 1.05, 0.95], [76.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.031903, -1.6782928, 400.0, 1.05, 0.95], [77.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0986956, -2.26735, 220.0, 1.11, 0.95], [78.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0966324, -4.9713203, 220.0, 1.11, 0.95], [79.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0987986, -1.276796, 220.0, 1.11, 0.95], [80.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0794572, -7.2345064, 220.0, 1.11, 0.95], [81.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0794748, -7.2341604, 220.0, 1.11, 0.95], [82.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.1039055, 1.0127598, 220.0, 1.11, 0.95], [83.0, 2.0, 15.99, 22.97, 0.0, 0.0, 1.1089547, -0.82047491, 220.0, 1.11, 0.95], [84.0, 2.0, 15.79, 22.27, 0.0, 0.0, 1.1090726, -0.82183963, 220.0, 1.11, 0.95], [85.0, 2.0, 9.99, 17.01, 0.0, 0.0, 1.1017195, -2.2938246, 220.0, 1.11, 0.95], [86.0, 2.0, 9.99, 16.66, 0.0, 0.0, 1.1016369, -2.29227, 220.0, 1.11, 0.95], [87.0, 1.0, 11.09, 16.22, 0.0, 0.0, 1.0893689, -3.1476165, 220.0, 1.11, 0.95], [88.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0893851, -3.1479875, 220.0, 1.11, 0.95], [89.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.1000808, -1.2380944, 220.0, 1.11, 0.95], [90.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.1042303, -1.7979475, 220.0, 1.11, 0.95], [91.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.1025585, -0.66612181, 220.0, 1.11, 0.95], [92.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0237095, -5.5065252, 400.0, 1.05, 0.95], [93.0, 2.0, 9.99, 16.39, 0.0, 0.0, 1.1056302, -0.2952057, 220.0, 1.11, 0.95], [94.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.1056158, -0.29680978, 220.0, 1.11, 0.95], [95.0, 2.0, 6.89, 8.15, 0.0, 0.0, 1.1075265, -0.4539646, 220.0, 1.11, 0.95], [96.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.1075224, -0.45839832, 220.0, 1.11, 0.95], [97.0, 2.0, 8.69, 5.26, 0.0, 0.0, 1.0967425, -4.8472969, 220.0, 1.11, 0.95], [98.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0231775, -7.554412, 400.0, 1.05, 0.95], [99.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0232586, -7.5444428, 400.0, 1.05, 0.95], [100.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0319735, -5.1585252, 400.0, 1.05, 0.95], [101.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0319919, -5.1492029, 400.0, 1.05, 0.95], [102.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.1020054, -1.14745, 220.0, 1.11, 0.95], [103.0, 2.0, 18.09, 23.76, 0.0, 0.0, 1.1067084, -1.913684, 220.0, 1.11, 0.95], [104.0, 2.0, 33.68, 46.11, 0.0, 0.0, 1.106757, -1.9078196, 220.0, 1.11, 0.95], [105.0, 2.0, 33.78, 62.95, 0.0, 0.0, 1.0166743, -4.8853891, 400.0, 1.05, 0.95], [106.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0168266, -4.8990837, 400.0, 1.05, 0.95], [107.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0835964, -4.5876186, 220.0, 1.11, 0.95], [108.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0853205, -4.4168627, 220.0, 1.11, 0.95], [109.0, 2.0, 1.0, 22.36, 0.0, 0.0, 1.11, 2.8143573, 220.0, 1.11, 0.95], [110.0, 2.0, 1.0, 22.18, 0.0, 0.0, 1.11, 2.8158748, 220.0, 1.11, 0.95], [111.0, 2.0, 26.49, 18.0, 0.0, 0.0, 1.1066085, -14.342043, 220.0, 1.11, 0.95], [112.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.1064908, -14.335874, 220.0, 1.11, 0.95], [113.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0622147, -26.875135, 220.0, 1.11, 0.95], 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13.52, 3.0, 0.0, 0.0, 1.0598151, -37.45022, 110.0, 1.12, 0.95], [1941.0, 1.0, 16.92, 2.5, 0.0, 0.0, 1.0589374, -27.945644, 110.0, 1.12, 0.95], [1942.0, 1.0, 3.19, 0.1, 0.0, 0.0, 1.1061162, -26.844278, 110.0, 1.12, 0.95], [1943.0, 1.0, 6.49, 1.8, 0.0, 0.0, 1.091903, -20.731752, 110.0, 1.12, 0.95], [1944.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0535544, -45.624727, 110.0, 1.12, 0.95], [1945.0, 1.0, 9.45, 1.8, 0.0, 0.0, 1.0609076, -45.988084, 110.0, 1.12, 0.95], [1946.0, 1.0, 14.73, 1.9, 0.0, 0.0, 1.0332342, -40.198408, 110.0, 1.12, 0.95], [1947.0, 2.0, 61.52, 28.0, 0.0, 0.0, 1.0684211, -28.193321, 110.0, 1.12, 0.95], [1948.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0684435, -28.19299, 110.0, 1.12, 0.95], [1949.0, 1.0, 5.5, 1.0, 0.0, 0.0, 1.1093864, -28.713948, 110.0, 1.12, 0.95], [1950.0, 1.0, 4.95, 3.4, 0.0, 0.0, 1.0803583, -39.29003, 110.0, 1.12, 0.95], [1951.0, 1.0, 10.99, 2.9, 0.0, 0.0, 1.0736728, -40.024709, 110.0, 1.12, 0.95], [1952.0, 1.0, 10.88, 3.7, 0.0, 0.0, 1.0852861, -38.560877, 110.0, 1.12, 0.95], [1953.0, 1.0, 8.02, 1.9, 0.0, 0.0, 1.082336, -38.746205, 110.0, 1.12, 0.95], [1954.0, 1.0, 8.57, 1.0, 0.0, 0.0, 1.110806, -29.692308, 110.0, 1.12, 0.95], [1955.0, 1.0, 4.29, 0.0, 0.0, 0.0, 1.1151484, -28.872989, 110.0, 1.12, 0.95], [1956.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.115164, -28.873712, 110.0, 1.12, 0.95], [1957.0, 1.0, 12.09, 2.5, 0.0, 0.0, 1.115792, -29.492843, 110.0, 1.12, 0.95], [1958.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.115792, -29.492843, 110.0, 1.12, 0.95], [1959.0, 1.0, 7.47, 2.3, 0.0, 0.0, 1.085947, -36.106893, 110.0, 1.12, 0.95], [1960.0, 2.0, 10.55, 1.1, 0.0, 0.0, 1.095224, -42.431476, 110.0, 1.12, 0.95], [1961.0, 2.0, 2.86, 0.0, 0.0, 0.0, 1.1179144, -29.190995, 110.0, 1.12, 0.95], [1962.0, 2.0, 5.83, 0.3, 0.0, 0.0, 1.0899256, -40.044088, 110.0, 1.12, 0.95], [1963.0, 1.0, 6.05, 1.6, 0.0, 0.0, 1.0996071, -29.619342, 110.0, 1.12, 0.95], [1964.0, 2.0, 7.79, 4.6, 0.0, 0.0, 1.1041411, -21.22377, 110.0, 1.12, 0.95], [1965.0, 1.0, 20.77, 6.7, 0.0, 0.0, 1.0899195, -38.100108, 110.0, 1.12, 0.95], [1966.0, 2.0, 24.28, 6.2, 0.0, 0.0, 1.100111, -28.479771, 110.0, 1.12, 0.95], [1967.0, 1.0, 10.77, 3.8, 0.0, 0.0, 1.1143463, -29.424283, 110.0, 1.12, 0.95], [1968.0, 1.0, 4.84, 1.5, 0.0, 0.0, 1.0831555, -36.869865, 110.0, 1.12, 0.95], [1969.0, 1.0, 9.34, 3.1, 0.0, 0.0, 1.0746498, -36.398529, 110.0, 1.12, 0.95], [1970.0, 2.0, 22.53, 4.0, 0.0, 0.0, 1.066866, -39.189702, 110.0, 1.12, 0.95], [1971.0, 1.0, 16.49, 2.6, 0.0, 0.0, 1.0706408, -32.241269, 110.0, 1.12, 0.95], [1972.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.1152972, -27.52716, 110.0, 1.12, 0.95], [1973.0, 1.0, 10.43, 3.0, 0.0, 0.0, 1.0982972, -29.723766, 110.0, 1.12, 0.95], [1974.0, 2.0, 29.78, 5.9, 0.0, 0.0, 1.0396997, -37.718469, 110.0, 1.12, 0.95], [1975.0, 1.0, 12.64, 2.2, 0.0, 0.0, 1.0623315, -39.946041, 110.0, 1.12, 0.95], [1976.0, 2.0, 31.11, 5.5, 0.0, 0.0, 1.033558, -37.499791, 110.0, 1.12, 0.95], [1977.0, 2.0, 21.65, 2.1, 0.0, 0.0, 1.0972368, -28.574283, 110.0, 1.12, 0.95], [1978.0, 1.0, 1.76, 0.8, 0.0, 0.0, 1.044272, -31.0153, 110.0, 1.12, 0.95], [1979.0, 1.0, 10.99, 0.8, 0.0, 0.0, 1.0687352, -29.835021, 110.0, 1.12, 0.95], [1980.0, 1.0, 0.0, 0.6, 0.0, 0.0, 1.0822634, -28.818251, 110.0, 1.12, 0.95], [1981.0, 1.0, 21.98, 7.0, 0.0, 0.0, 1.1053143, -29.726354, 110.0, 1.12, 0.95], [1982.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.1053143, -29.726354, 110.0, 1.12, 0.95], [1983.0, 1.0, 9.01, 1.9, 0.0, 0.0, 1.0752804, -40.426916, 110.0, 1.12, 0.95], [1984.0, 1.0, 0.55, 0.0, 0.0, 0.0, 1.1094358, -26.422844, 110.0, 1.12, 0.95], [1985.0, 1.0, 8.24, 2.1, 0.0, 0.0, 1.1045859, -38.896581, 110.0, 1.12, 0.95], [1986.0, 1.0, 24.17, 5.9, 0.0, 0.0, 1.0830126, -36.416502, 110.0, 1.12, 0.95], [1987.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.1186645, -29.199769, 110.0, 1.12, 0.95], [1988.0, 1.0, 14.29, 2.6, 0.0, 0.0, 1.1171771, -28.550643, 110.0, 1.12, 0.95], [1989.0, 1.0, 17.37, 2.6, 0.0, 0.0, 1.0498957, -46.521025, 110.0, 1.12, 0.95], [1990.0, 1.0, 6.16, 0.6, 0.0, 0.0, 1.0973699, -26.699241, 110.0, 1.12, 0.95], [1991.0, 1.0, 2.64, 1.0, 0.0, 0.0, 1.0511512, -46.482759, 110.0, 1.12, 0.95], [1992.0, 1.0, 16.82, 2.8, 0.0, 0.0, 1.092667, -42.642437, 110.0, 1.12, 0.95], [1993.0, 2.0, 13.63, 4.5, 0.0, 0.0, 1.0758039, -21.092965, 110.0, 1.12, 0.95], [1994.0, 1.0, 11.21, 4.3, 0.0, 0.0, 1.0725179, -28.454595, 110.0, 1.12, 0.95], [1995.0, 2.0, 26.49, 8.5, 0.0, 0.0, 1.0924373, -42.213371, 110.0, 1.12, 0.95], [1996.0, 2.0, 12.53, 3.0, 0.0, 0.0, 1.0626196, -37.670443, 110.0, 1.12, 0.95], [1997.0, 1.0, 5.61, 2.0, 0.0, 0.0, 1.0950235, -42.436418, 110.0, 1.12, 0.95], [1998.0, 2.0, 8.57, 1.7, 0.0, 0.0, 1.0183069, -48.748922, 110.0, 1.12, 0.95], [1999.0, 1.0, 20.44, 4.5, 0.0, 0.0, 1.0759753, -38.033067, 110.0, 1.12, 0.95], [2000.0, 1.0, 9.89, 1.6, 0.0, 0.0, 1.0850062, -27.469377, 110.0, 1.12, 0.95], [2001.0, 1.0, 18.68, 1.5, 0.0, 0.0, 1.1182398, -15.00683, 110.0, 1.12, 0.95], [2002.0, 1.0, 13.41, 3.2, 0.0, 0.0, 1.0541484, -39.180278, 110.0, 1.12, 0.95], [2003.0, 1.0, 7.69, 3.0, 0.0, 0.0, 1.1180395, -24.260172, 110.0, 1.12, 0.95], [2004.0, 1.0, 8.79, 3.0, 0.0, 0.0, 1.1140095, -24.475874, 110.0, 1.12, 0.95], [2005.0, 1.0, 1.65, 1.0, 0.0, 0.0, 1.117861, -24.280826, 110.0, 1.12, 0.95], [2006.0, 1.0, 26.38, 10.0, 0.0, 0.0, 1.1145326, -24.440124, 110.0, 1.12, 0.95], [2007.0, 1.0, 7.69, 2.0, 0.0, 0.0, 1.1180188, -24.273845, 110.0, 1.12, 0.95], [2008.0, 1.0, 19.78, 10.0, 0.0, 0.0, 1.1101311, -24.686494, 110.0, 1.12, 0.95], [2009.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.118113, -24.275323, 110.0, 1.12, 0.95], [2010.0, 2.0, 18.68, 13.0, 0.0, 0.0, 1.1185839, -24.232217, 110.0, 1.12, 0.95], [2011.0, 1.0, 24.95, 20.7, 0.0, 0.0, 1.1185629, -24.233711, 110.0, 1.12, 0.95], [2012.0, 1.0, 28.57, 10.0, 0.0, 0.0, 1.0914573, -42.601423, 110.0, 1.12, 0.95], [2013.0, 1.0, 9.23, 1.5, 0.0, 0.0, 1.0582744, -29.804105, 110.0, 1.12, 0.95], [2014.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.1181652, -29.240709, 110.0, 1.12, 0.95], [2015.0, 1.0, 21.65, 6.2, 0.0, 0.0, 1.0465899, -39.058227, 110.0, 1.12, 0.95], [2016.0, 1.0, 3.3, 2.0, 0.0, 0.0, 1.1194077, -19.324124, 110.0, 1.12, 0.95], [2017.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.1168255, -19.889451, 110.0, 1.12, 0.95], [2018.0, 1.0, 24.4, 3.9, 0.0, 0.0, 1.0946113, -36.160777, 110.0, 1.12, 0.95], [2019.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0946113, -36.160777, 110.0, 1.12, 0.95], [2020.0, 1.0, 3.3, 1.0, 0.0, 0.0, 1.1103925, -37.563427, 110.0, 1.12, 0.95], [2021.0, 2.0, 12.86, 2.7, 0.0, 0.0, 1.1085293, -26.880258, 110.0, 1.12, 0.95], [2022.0, 2.0, 11.87, 3.0, 0.0, 0.0, 1.1152381, -27.276436, 110.0, 1.12, 0.95], [2023.0, 1.0, 2.2, 1.5, 0.0, 0.0, 1.1150937, -16.711997, 110.0, 1.12, 0.95], [2024.0, 1.0, 3.19, 1.2, 0.0, 0.0, 1.0967969, -42.991882, 110.0, 1.12, 0.95], [2025.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.1111814, -28.5614, 110.0, 1.12, 0.95], [2026.0, 2.0, 9.89, 8.0, 0.0, 0.0, 1.1111832, -28.560699, 110.0, 1.12, 0.95], [2027.0, 2.0, 28.57, 2.0, 0.0, 0.0, 1.1192044, -29.097261, 110.0, 1.12, 0.95], [2028.0, 1.0, 16.71, 4.5, 0.0, 0.0, 1.119092, -29.094278, 110.0, 1.12, 0.95], [2029.0, 1.0, 4.95, 0.8, 0.0, 0.0, 1.0783497, -33.074339, 110.0, 1.12, 0.95], [2030.0, 1.0, 3.85, 0.5, 0.0, 0.0, 1.1082347, -26.581675, 110.0, 1.12, 0.95], [2031.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.1093183, -26.40353, 110.0, 1.12, 0.95], [2032.0, 1.0, 16.92, 3.5, 0.0, 0.0, 1.0453116, -39.621425, 110.0, 1.12, 0.95], [2033.0, 2.0, 18.25, 1.6, 0.0, 0.0, 1.1073388, -27.953381, 110.0, 1.12, 0.95], [2034.0, 2.0, 11.65, 2.7, 0.0, 0.0, 1.0911204, -26.430777, 110.0, 1.12, 0.95], [2035.0, 1.0, 7.69, 1.0, 0.0, 0.0, 1.1080272, -26.634448, 110.0, 1.12, 0.95], [2036.0, 2.0, 8.13, 0.5, 0.0, 0.0, 1.1051375, -28.039189, 110.0, 1.12, 0.95], [2037.0, 1.0, 6.16, 0.0, 0.0, 0.0, 1.1051386, -28.038316, 110.0, 1.12, 0.95], [2038.0, 1.0, 14.4, 3.5, 0.0, 0.0, 1.0587405, -39.905834, 110.0, 1.12, 0.95], [2039.0, 1.0, 10.88, 1.0, 0.0, 0.0, 1.104253, -28.15869, 110.0, 1.12, 0.95], [2040.0, 1.0, 14.4, 2.3, 0.0, 0.0, 1.1071592, -27.03189, 110.0, 1.12, 0.95], [2041.0, 1.0, 8.67, 1.5, 0.0, 0.0, 1.1023944, -27.084874, 110.0, 1.12, 0.95], [2042.0, 1.0, 7.25, 1.5, 0.0, 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[2324.0, 1.0, 8.49, 4.3, 0.0, 0.0, 1.0718074, -31.529234, 110.0, 1.12, 0.95], [2325.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0760246, -31.362847, 110.0, 1.12, 0.95], [2326.0, 1.0, 24.68, 5.0, 0.0, 0.0, 1.0644052, -32.395798, 110.0, 1.12, 0.95], [2327.0, 1.0, 0.5, 0.2, 0.0, 0.0, 1.06762, -32.122395, 110.0, 1.12, 0.95], [2328.0, 2.0, 29.98, 4.8, 0.0, 0.0, 1.0359467, -35.096288, 110.0, 1.12, 0.95], [2329.0, 1.0, 11.99, 2.0, 0.0, 0.0, 1.079157, -35.134404, 110.0, 1.12, 0.95], [2330.0, 2.0, 0.4, 0.1, 0.0, 0.0, 1.0694516, -31.77017, 110.0, 1.12, 0.95], [2331.0, 1.0, 20.98, 3.0, 0.0, 0.0, 1.0658079, -30.718951, 110.0, 1.12, 0.95], [2332.0, 1.0, 4.8, 1.0, 0.0, 0.0, 1.0747609, -31.593112, 110.0, 1.12, 0.95], [2333.0, 1.0, 5.3, 1.0, 0.0, 0.0, 1.091551, -22.517637, 110.0, 1.12, 0.95], [2334.0, 1.0, 7.99, 2.4, 0.0, 0.0, 1.0552913, -33.116107, 110.0, 1.12, 0.95], [2335.0, 1.0, 6.5, 3.0, 0.0, 0.0, 1.0641083, -33.037799, 110.0, 1.12, 0.95], [2336.0, 2.0, 68.93, 43.0, 0.0, 0.0, 1.0745781, -29.915079, 110.0, 1.12, 0.95], [2337.0, 1.0, 6.5, 2.5, 0.0, 0.0, 1.0889328, -30.626306, 110.0, 1.12, 0.95], [2338.0, 1.0, 22.98, 4.6, 0.0, 0.0, 1.0583228, -32.911792, 110.0, 1.12, 0.95], [2339.0, 2.0, 34.97, 6.5, 0.0, 0.0, 1.0700813, -31.398646, 110.0, 1.12, 0.95], [2340.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0701039, -31.396656, 110.0, 1.12, 0.95], [2341.0, 1.0, 5.1, 1.2, 0.0, 0.0, 1.0753497, -31.559337, 110.0, 1.12, 0.95], [2342.0, 1.0, 15.49, 5.2, 0.0, 0.0, 1.0665995, -31.653852, 110.0, 1.12, 0.95], [2343.0, 1.0, 23.58, 7.1, 0.0, 0.0, 1.0672554, -31.573076, 110.0, 1.12, 0.95], [2344.0, 1.0, 12.09, 0.0, 0.0, 0.0, 1.0605578, -32.110542, 110.0, 1.12, 0.95], [2345.0, 1.0, 17.49, 4.9, 0.0, 0.0, 1.0593761, -31.932342, 110.0, 1.12, 0.95], [2346.0, 1.0, 9.99, 2.7, 0.0, 0.0, 1.0705361, -27.651853, 110.0, 1.12, 0.95], [2347.0, 1.0, 18.19, 5.3, 0.0, 0.0, 1.0656839, -31.701924, 110.0, 1.12, 0.95], [2348.0, 1.0, 12.49, 3.8, 0.0, 0.0, 1.0198084, -34.069725, 110.0, 1.12, 0.95], [2349.0, 1.0, 8.29, 3.9, 0.0, 0.0, 1.0636052, -31.893292, 110.0, 1.12, 0.95], [2350.0, 1.0, 11.99, 1.0, 0.0, 0.0, 1.0772393, -35.686239, 110.0, 1.12, 0.95], [2351.0, 1.0, 8.79, 0.0, 0.0, 0.0, 1.0954645, -34.962188, 110.0, 1.12, 0.95], [2352.0, 1.0, 18.49, 6.2, 0.0, 0.0, 1.0670838, -30.222895, 110.0, 1.12, 0.95], [2353.0, 1.0, 21.98, 4.6, 0.0, 0.0, 1.1042369, -29.650834, 110.0, 1.12, 0.95], [2354.0, 1.0, 19.59, 4.4, 0.0, 0.0, 1.1008499, -29.695343, 110.0, 1.12, 0.95], [2355.0, 1.0, 8.99, 0.3, 0.0, 0.0, 1.1100473, -30.405814, 110.0, 1.12, 0.95], [2356.0, 1.0, 19.19, 4.3, 0.0, 0.0, 1.0692879, -32.101777, 110.0, 1.12, 0.95], [2357.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0916163, -29.174648, 110.0, 1.12, 0.95], [2358.0, 1.0, 4.1, 2.0, 0.0, 0.0, 1.0916018, -29.174942, 110.0, 1.12, 0.95], [2359.0, 1.0, 12.49, 4.5, 0.0, 0.0, 1.0628662, -32.26635, 110.0, 1.12, 0.95], [2360.0, 1.0, 22.78, 7.9, 0.0, 0.0, 1.0805571, -29.463386, 110.0, 1.12, 0.95], [2361.0, 2.0, 18.59, 5.7, 0.0, 0.0, 1.0834723, -29.106835, 110.0, 1.12, 0.95], [2362.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.083454, -29.108701, 110.0, 1.12, 0.95], [2363.0, 1.0, 23.38, 5.9, 0.0, 0.0, 1.0821686, -29.515995, 110.0, 1.12, 0.95], [2364.0, 1.0, 6.5, 0.5, 0.0, 0.0, 1.0648545, -32.408644, 110.0, 1.12, 0.95], [2365.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0720275, -31.400049, 110.0, 1.12, 0.95], [2366.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0811816, -35.567389, 110.0, 1.12, 0.95], [2367.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0648735, -32.406542, 110.0, 1.12, 0.95], [2368.0, 1.0, 32.98, 6.0, 0.0, 0.0, 1.0794752, -30.054477, 110.0, 1.12, 0.95], [2369.0, 1.0, 2.0, 1.0, 0.0, 0.0, 1.0795552, -30.033595, 110.0, 1.12, 0.95], [2370.0, 1.0, 11.49, 2.7, 0.0, 0.0, 1.0716062, -31.465081, 110.0, 1.12, 0.95], [2371.0, 1.0, 12.99, 3.3, 0.0, 0.0, 1.0734793, -31.384206, 110.0, 1.12, 0.95], [2372.0, 2.0, 49.95, 13.0, 0.0, 0.0, 1.0901753, -29.261172, 110.0, 1.12, 0.95], [2373.0, 1.0, 39.97, 13.0, 0.0, 0.0, 1.0901634, -29.263099, 110.0, 1.12, 0.95], [2374.0, 1.0, 9.59, 1.2, 0.0, 0.0, 1.0178542, -39.165348, 110.0, 1.12, 0.95], [2375.0, 1.0, 10.99, 5.0, 0.0, 0.0, 1.0640798, -34.319506, 110.0, 1.12, 0.95], [2376.0, 2.0, 21.98, 4.8, 0.0, 0.0, 1.0425808, -27.572248, 110.0, 1.12, 0.95], [2377.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.1199873, -28.177197, 110.0, 1.12, 0.95], [2378.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.12, -28.175349, 110.0, 1.12, 0.95], [2379.0, 2.0, 12.99, 6.5, 0.0, 0.0, 1.0535756, -32.447533, 110.0, 1.12, 0.95], [2380.0, 2.0, 0.0, 0.0, 0.0, 0.0, 1.0964598, -33.305123, 110.0, 1.12, 0.95], [2381.0, 2.0, 0.0, 0.0, 0.0, 0.0, 1.0964544, -33.305306, 110.0, 1.12, 0.95], [2382.0, 1.0, 3.0, 0.4, 0.0, 0.0, 1.0939913, -33.633139, 110.0, 1.12, 0.95], [2383.0, 1.0, 50.0, 20.0, 0.0, 0.0, 1.0968483, -30.102203, 110.0, 1.12, 0.95]]) # Generator (unit) data self.units = DataFrame( ['id', 'bus_id', 'Pg', 'Qg', 'Qmax', 'Qmin', 'Vg', 'mBase', 'status', 'Pmax', 'Pmin', 'mc_a', 'mc_b', 'mc_c', 'p_max', 'p_min'], [[1.0, 10.0, 400.0, 120.0, 120.0, 0.0, 1.0, 168.0, 1.0, 400.0, 70.0, 0.0, 0.0, 117.95, 400.0, 70.0], [2.0, 16.0, 720.0, 160.532, 440.0, -40.0, 1.0, 823.0, 1.0, 720.0, 120.0, 0.0, 0.0, 48.89, 720.0, 120.0], [3.0, 17.0, 1080.0, 212.82, 660.0, -60.0, 1.0, 1234.0, 1.0, 1080.0, 120.0, 0.0, 0.0, 98.47, 1080.0, 120.0], [4.0, 18.0, 2520.0, 160.59, 1540.0, -140.0, 1.0, 2879.0, 1.0, 2520.0, 120.0, 0.0, 0.0, 128.73, 2520.0, 120.0], [5.0, 29.0, 70.0, 240.0, 240.0, 0.0, 1.0, 511.0, 1.0, 400.0, 70.0, 0.0, 0.0, 158.23, 400.0, 70.0], [6.0, 30.0, 70.0, 129.949, 240.0, 0.0, 1.0, 511.0, 1.0, 800.0, 70.0, 0.0, 0.0, 165.62, 800.0, 70.0], [7.0, 31.0, 1000.0, 0.0, 350.0, 0.0, 1.0, 420.0, 1.0, 1000.0, 150.0, 0.0, 0.0, 71.22, 1000.0, 150.0], [8.0, 41.0, 200.0, 0.0, 120.0, 0.0, 1.0, 241.0, 1.0, 200.0, 70.0, 0.0, 0.0, 102.25, 200.0, 70.0], [9.0, 42.0, 70.0, 0.0, 120.0, 0.0, 1.0, 241.0, 1.0, 410.0, 70.0, 0.0, 0.0, 147.83, 410.0, 70.0], [10.0, 43.0, 410.0, 0.0, 240.0, 0.0, 1.0, 482.0, 1.0, 410.0, 70.0, 0.0, 0.0, 75.37, 410.0, 70.0], [11.0, 44.0, 410.0, 0.0, 240.0, 0.0, 1.0, 482.0, 1.0, 410.0, 70.0, 0.0, 0.0, 86.01, 410.0, 70.0], [12.0, 45.0, 42.2, 21.0, 21.0, 0.0, 1.0, 49.0, 1.0, 42.2, 39.14, 0.0, 0.0, 0.0, 42.2, 39.14], [13.0, 63.0, 650.0, 103.63, 302.0, 0.0, 1.0, 473.0, 1.0, 650.0, 145.0, 0.0, 0.0, 68.74, 650.0, 145.0], [14.0, 64.0, 450.0, 78.8702, 311.0, 2.0, 1.0, 475.0, 1.0, 450.0, 145.0, 0.0, 0.0, 81.91, 450.0, 145.0], [15.0, 67.0, 750.0, 413.726, 449.0, 0.0, 1.0, 864.0, 1.0, 750.0, 220.0, 0.0, 0.0, 81.88, 750.0, 220.0], [16.0, 83.0, 225.0, -89.0, 190.0, -89.0, 1.0, 239.0, 1.0, 225.0, 140.0, 0.0, 0.0, 58.78, 225.0, 140.0], [17.0, 84.0, 225.0, 167.231, 190.0, -89.0, 1.0, 251.0, 1.0, 225.0, 140.0, 0.0, 0.0, 85.57, 225.0, 140.0], [18.0, 85.0, 120.0, 119.623, 125.0, -50.0, 1.0, 133.0, 1.0, 120.0, 40.0, 0.0, 0.0, 101.38, 120.0, 40.0], [19.0, 86.0, 120.0, -6.01871, 125.0, -50.0, 1.0, 133.0, 1.0, 120.0, 40.0, 0.0, 0.0, 122.43, 120.0, 40.0], [20.0, 93.0, 120.0, 50.5085, 90.0, 5.0, 1.0, 123.0, 1.0, 120.0, 80.0, 0.0, 0.0, 96.62, 120.0, 80.0], [21.0, 95.0, 110.0, 27.0, 68.0, 27.0, 1.0, 105.0, 1.0, 110.0, 50.0, 0.0, 0.0, 106.73, 110.0, 50.0], [22.0, 97.0, 87.6, 41.8528, 68.0, 27.0, 1.0, 105.0, 1.0, 87.6, 83.26, 0.0, 0.0, 0.0, 87.6, 83.26], [23.0, 103.0, 160.0, 68.7599, 177.0, -82.0, 1.0, 239.0, 1.0, 400.0, 160.0, 0.0, 0.0, 151.94, 400.0, 160.0], [24.0, 104.0, 225.0, 97.3097, 379.0, -177.0, 1.0, 490.0, 1.0, 225.0, 140.0, 0.0, 0.0, 107.51, 225.0, 140.0], [25.0, 105.0, 430.0, -165.0, 353.0, -165.0, 1.0, 502.0, 1.0, 430.0, 160.0, 0.0, 0.0, 103.53, 430.0, 160.0], [26.0, 109.0, 250.0, 17.6233, 65.0, 0.0, 1.0, 277.0, 1.0, 250.0, 80.0, 0.0, 0.0, 0.0, 250.0, 80.0], [27.0, 110.0, 250.0, 17.7852, 65.0, 0.0, 1.0, 280.0, 1.0, 250.0, 80.0, 0.0, 0.0, 0.0, 250.0, 80.0], [28.0, 111.0, 360.0, 126.446, 270.0, 0.0, 1.0, 401.0, 1.0, 360.0, 40.0, 0.0, 0.0, 136.48, 360.0, 40.0], [29.0, 123.0, 20.0, 40.0, 40.0, 0.0, 1.0, 98.0, 1.0, 110.0, 20.0, 0.0, 0.0, 157.46, 110.0, 20.0], [30.0, 124.0, 125.0, 90.0, 90.0, 0.0, 1.0, 132.0, 1.0, 125.0, 45.0, 0.0, 0.0, 83.97, 125.0, 45.0], [31.0, 125.0, 70.0, 360.0, 360.0, 0.0, 1.0, 654.0, 1.0, 860.0, 70.0, 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1.0, 1.0, 1.0, 0.5, 0.48, 0.0, 0.0, 0.0, 0.5, 0.48], [244.0, 1882.0, 200.0, 35.5952, 120.0, 0.0, 1.0, 240.0, 1.0, 200.0, 70.0, 0.0, 0.0, 131.78, 200.0, 70.0], [245.0, 1883.0, 200.0, 101.199, 120.0, 0.0, 1.0, 218.0, 1.0, 200.0, 70.0, 0.0, 0.0, 53.88, 200.0, 70.0], [246.0, 1894.0, 1.5, 0.0, 0.0, 0.0, 1.0, 2.0, 1.0, 1.5, 1.43, 0.0, 0.0, 0.0, 1.5, 1.43], [247.0, 1895.0, 0.3, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.3, 0.29, 0.0, 0.0, 0.0, 0.3, 0.29], [248.0, 1904.0, 17.0, 0.0, 0.0, 0.0, 1.0, 20.0, 1.0, 17.0, 16.15, 0.0, 0.0, 0.0, 17.0, 16.15], [249.0, 1918.0, 6.0, 2.0, 2.0, 0.0, 1.0, 7.0, 1.0, 6.0, 5.7, 0.0, 0.0, 0.0, 6.0, 5.7], [250.0, 1921.0, 50.7, 15.0, 15.0, 0.0, 1.0, 61.0, 1.0, 50.7, 48.17, 0.0, 0.0, 0.0, 50.7, 48.17], [251.0, 1932.0, 2.5, 0.0, 0.0, 0.0, 1.0, 3.0, 1.0, 2.5, 2.38, 0.0, 0.0, 0.0, 2.5, 2.38], [252.0, 1940.0, 2.0, 0.0, 0.0, 0.0, 1.0, 2.0, 1.0, 2.0, 1.9, 0.0, 0.0, 0.0, 2.0, 1.9], [253.0, 1947.0, 6.0, 0.0, 0.0, 0.0, 1.0, 7.0, 1.0, 6.0, 5.7, 0.0, 0.0, 0.0, 6.0, 5.7], [254.0, 1960.0, 1.5, 0.0, 0.0, 0.0, 1.0, 2.0, 1.0, 1.5, 1.43, 0.0, 0.0, 0.0, 1.5, 1.43], [255.0, 1961.0, 0.6, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.6, 0.57, 0.0, 0.0, 0.0, 0.6, 0.57], [256.0, 1962.0, 0.6, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.6, 0.57, 0.0, 0.0, 0.0, 0.6, 0.57], [257.0, 1964.0, 0.5, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.5, 0.48, 0.0, 0.0, 0.0, 0.5, 0.48], [258.0, 1966.0, 2.9, 0.0, 0.0, 0.0, 1.0, 4.0, 1.0, 2.9, 2.76, 0.0, 0.0, 0.0, 2.9, 2.76], [259.0, 1970.0, 2.0, 0.0, 0.0, 0.0, 1.0, 2.0, 1.0, 2.0, 1.9, 0.0, 0.0, 0.0, 2.0, 1.9], [260.0, 1974.0, 3.5, 0.0, 0.0, 0.0, 1.0, 4.0, 1.0, 3.5, 3.33, 0.0, 0.0, 0.0, 3.5, 3.33], [261.0, 1976.0, 2.8, 0.0, 0.0, 0.0, 1.0, 3.0, 1.0, 2.8, 2.66, 0.0, 0.0, 0.0, 2.8, 2.66], [262.0, 1977.0, 3.0, 0.0, 0.0, 0.0, 1.0, 4.0, 1.0, 3.0, 2.85, 0.0, 0.0, 0.0, 3.0, 2.85], [263.0, 1993.0, 2.6, 0.0, 0.0, 0.0, 1.0, 3.0, 1.0, 2.6, 2.47, 0.0, 0.0, 0.0, 2.6, 2.47], [264.0, 1995.0, 21.0, 8.0, 8.0, 0.0, 1.0, 25.0, 1.0, 21.0, 19.95, 0.0, 0.0, 0.0, 21.0, 19.95], [265.0, 1996.0, 0.2, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.2, 0.19, 0.0, 0.0, 0.0, 0.2, 0.19], [266.0, 1998.0, 0.4, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.4, 0.38, 0.0, 0.0, 0.0, 0.4, 0.38], [267.0, 2010.0, 200.0, 42.3885, 120.0, 0.0, 1.0, 240.0, 1.0, 200.0, 190.0, 0.0, 0.0, 0.0, 200.0, 190.0], [268.0, 2021.0, 83.4, 65.4069, 80.0, 0.0, 1.0, 100.0, 1.0, 83.4, 79.23, 0.0, 0.0, 0.0, 83.4, 79.23], [269.0, 2022.0, 81.0, 75.9589, 80.0, 0.0, 1.0, 97.0, 1.0, 81.0, 76.95, 0.0, 0.0, 0.0, 81.0, 76.95], [270.0, 2026.0, 25.0, 10.0, 10.0, 0.0, 1.0, 30.0, 1.0, 25.0, 23.75, 0.0, 0.0, 0.0, 25.0, 23.75], [271.0, 2027.0, 12.0, 0.0, 0.0, 0.0, 1.0, 14.0, 1.0, 12.0, 11.4, 0.0, 0.0, 0.0, 12.0, 11.4], [272.0, 2033.0, 5.6, 0.0, 0.0, 0.0, 1.0, 7.0, 1.0, 5.6, 5.32, 0.0, 0.0, 0.0, 5.6, 5.32], [273.0, 2034.0, 0.5, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.5, 0.48, 0.0, 0.0, 0.0, 0.5, 0.48], [274.0, 2036.0, 0.4, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.4, 0.38, 0.0, 0.0, 0.0, 0.4, 0.38], [275.0, 2046.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 0.95, 0.0, 0.0, 0.0, 1.0, 0.95], [276.0, 2085.0, 0.3, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.3, 0.29, 0.0, 0.0, 0.0, 0.3, 0.29], [277.0, 2088.0, 0.5, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.5, 0.48, 0.0, 0.0, 0.0, 0.5, 0.48], [278.0, 2099.0, 18.0, 20.0, 20.0, 0.0, 1.0, 22.0, 1.0, 18.0, 17.1, 0.0, 0.0, 0.0, 18.0, 17.1], [279.0, 2106.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 0.95, 0.0, 0.0, 0.0, 1.0, 0.95], [280.0, 2107.0, 3.0, 0.0, 0.0, 0.0, 1.0, 4.0, 1.0, 3.0, 2.85, 0.0, 0.0, 0.0, 3.0, 2.85], [281.0, 2108.0, 0.6, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.6, 0.57, 0.0, 0.0, 0.0, 0.6, 0.57], [282.0, 2115.0, 2.4, 0.0, 0.0, 0.0, 1.0, 3.0, 1.0, 2.4, 2.28, 0.0, 0.0, 0.0, 2.4, 2.28], [283.0, 2119.0, 110.0, 20.0, 20.0, 0.0, 1.0, 132.0, 1.0, 110.0, 104.5, 0.0, 0.0, 0.0, 110.0, 104.5], [284.0, 2121.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 0.95, 0.0, 0.0, 0.0, 1.0, 0.95], [285.0, 2127.0, 2.2, 1.0, 1.0, 0.0, 1.0, 3.0, 1.0, 2.2, 2.09, 0.0, 0.0, 0.0, 2.2, 2.09], [286.0, 2138.0, 50.0, 10.0, 10.0, 0.0, 1.0, 60.0, 1.0, 50.0, 47.5, 0.0, 0.0, 0.0, 50.0, 47.5], [287.0, 2139.0, 40.0, 8.0, 8.0, 0.0, 1.0, 48.0, 1.0, 40.0, 38.0, 0.0, 0.0, 0.0, 40.0, 38.0], [288.0, 2140.0, 7.7, 1.0, 1.0, 0.0, 1.0, 9.0, 1.0, 7.7, 7.32, 0.0, 0.0, 0.0, 7.7, 7.32], [289.0, 2153.0, 0.7, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.7, 0.67, 0.0, 0.0, 0.0, 0.7, 0.67], [290.0, 2159.0, 12.0, 54.4934, 999.0, -999.0, 1.0, 14.0, 1.0, 12.0, 11.4, 0.0, 0.0, 0.0, 12.0, 11.4], [291.0, 2164.0, 4.1, 0.0, 1.0, 0.0, 1.0, 5.0, 1.0, 4.1, 3.9, 0.0, 0.0, 0.0, 4.1, 3.9], [292.0, 2167.0, 90.0, 20.0, 20.0, 0.0, 1.0, 108.0, 1.0, 90.0, 85.5, 0.0, 0.0, 0.0, 90.0, 85.5], [293.0, 2168.0, 50.0, 8.0, 8.0, 0.0, 1.0, 60.0, 1.0, 50.0, 47.5, 0.0, 0.0, 0.0, 50.0, 47.5], [294.0, 2171.0, 6.5, 1.0, 1.0, 0.0, 1.0, 8.0, 1.0, 6.5, 6.18, 0.0, 0.0, 0.0, 6.5, 6.18], [295.0, 2194.0, 10.0, 4.0, 4.0, 0.0, 1.0, 12.0, 1.0, 10.0, 9.5, 0.0, 0.0, 0.0, 10.0, 9.5], [296.0, 2197.0, 27.0, 18.0, 18.0, 0.0, 1.0, 32.0, 1.0, 27.0, 25.65, 0.0, 0.0, 0.0, 27.0, 25.65], [297.0, 2204.0, 26.0, 10.0, 10.0, 0.0, 1.0, 31.0, 1.0, 26.0, 24.7, 0.0, 0.0, 0.0, 26.0, 24.7], [298.0, 2213.0, 2.6, 0.0, 1.0, 0.0, 1.0, 3.0, 1.0, 2.6, 2.47, 0.0, 0.0, 0.0, 2.6, 2.47], [299.0, 2217.0, 4.0, 1.0, 1.0, 0.0, 1.0, 5.0, 1.0, 4.0, 3.8, 0.0, 0.0, 0.0, 4.0, 3.8], [300.0, 2218.0, 1.5, 0.0, 0.0, 0.0, 1.0, 2.0, 1.0, 1.5, 1.43, 0.0, 0.0, 0.0, 1.5, 1.43], [301.0, 2221.0, 49.0, 98.1831, 999.0, -999.0, 1.0, 59.0, 1.0, 49.0, 46.55, 0.0, 0.0, 0.0, 49.0, 46.55], [302.0, 2225.0, 1.6, 0.0, 0.0, 0.0, 1.0, 2.0, 1.0, 1.6, 1.52, 0.0, 0.0, 0.0, 1.6, 1.52], [303.0, 2234.0, 2.7, 1.0, 1.0, 0.0, 1.0, 3.0, 1.0, 2.7, 2.57, 0.0, 0.0, 0.0, 2.7, 2.57], [304.0, 2237.0, 16.5, 18.0, 18.0, 0.0, 1.0, 20.0, 1.0, 16.5, 15.68, 0.0, 0.0, 0.0, 16.5, 15.68], [305.0, 2248.0, 2.0, 1.0, 1.0, 0.0, 1.0, 2.0, 1.0, 2.0, 1.9, 0.0, 0.0, 0.0, 2.0, 1.9], [306.0, 2268.0, 1.8, 0.0, 0.0, 0.0, 1.0, 2.0, 1.0, 1.8, 1.71, 0.0, 0.0, 0.0, 1.8, 1.71], [307.0, 2271.0, 2.4, 0.0, 0.0, 0.0, 1.0, 3.0, 1.0, 2.4, 2.28, 0.0, 0.0, 0.0, 2.4, 2.28], [308.0, 2272.0, 10.0, 4.0, 4.0, 0.0, 1.0, 12.0, 1.0, 10.0, 9.5, 0.0, 0.0, 0.0, 10.0, 9.5], [309.0, 2273.0, 6.3, 2.0, 2.0, 0.0, 1.0, 8.0, 1.0, 6.3, 5.99, 0.0, 0.0, 0.0, 6.3, 5.99], [310.0, 2278.0, 1.5, 0.0, 0.0, 0.0, 1.0, 2.0, 1.0, 1.5, 1.43, 0.0, 0.0, 0.0, 1.5, 1.43], [311.0, 2290.0, 0.2, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.2, 0.19, 0.0, 0.0, 0.0, 0.2, 0.19], [312.0, 2293.0, 2.5, 1.0, 1.0, 0.0, 1.0, 3.0, 1.0, 2.5, 2.38, 0.0, 0.0, 0.0, 2.5, 2.38], [313.0, 2294.0, 1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 0.95, 0.0, 0.0, 0.0, 1.0, 0.95], [314.0, 2296.0, 13.5, 4.0, 4.0, 0.0, 1.0, 16.0, 1.0, 13.5, 12.83, 0.0, 0.0, 0.0, 13.5, 12.83], [315.0, 2298.0, 0.4, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.4, 0.38, 0.0, 0.0, 0.0, 0.4, 0.38], [316.0, 2307.0, 0.4, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.4, 0.38, 0.0, 0.0, 0.0, 0.4, 0.38], [317.0, 2323.0, 1.1, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.1, 1.05, 0.0, 0.0, 0.0, 1.1, 1.05], [318.0, 2328.0, 3.0, 1.0, 1.0, 0.0, 1.0, 4.0, 1.0, 3.0, 2.85, 0.0, 0.0, 0.0, 3.0, 2.85], [319.0, 2330.0, 0.3, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.3, 0.29, 0.0, 0.0, 0.0, 0.3, 0.29], [320.0, 2336.0, 55.0, 41.0, 41.0, 0.0, 1.0, 66.0, 1.0, 55.0, 52.25, 0.0, 0.0, 0.0, 55.0, 52.25], [321.0, 2339.0, 17.0, 6.0, 6.0, 0.0, 1.0, 20.0, 1.0, 17.0, 16.15, 0.0, 0.0, 0.0, 17.0, 16.15], [322.0, 2361.0, 51.0, 10.0, 10.0, 0.0, 1.0, 61.0, 1.0, 51.0, 48.45, 0.0, 0.0, 0.0, 51.0, 48.45], [323.0, 2372.0, 37.0, 19.0, 19.0, 0.0, 1.0, 44.0, 1.0, 37.0, 35.15, 0.0, 0.0, 0.0, 37.0, 35.15], [324.0, 2376.0, 2.0, 1.0, 1.0, 0.0, 1.0, 2.0, 1.0, 2.0, 1.9, 0.0, 0.0, 0.0, 2.0, 1.9], [325.0, 2379.0, 7.0, 2.0, 2.0, 0.0, 1.0, 8.0, 1.0, 7.0, 6.65, 0.0, 0.0, 0.0, 7.0, 6.65], [326.0, 2380.0, 50.0, -18.0, 22.0, -18.0, 1.0, 60.0, 1.0, 50.0, 47.5, 0.0, 0.0, 0.0, 50.0, 47.5], [327.0, 2381.0, 50.0, -13.4913, 22.0, -18.0, 1.0, 60.0, 1.0, 50.0, 47.5, 0.0, 0.0, 0.0, 50.0, 47.5]]) # Branch (line) data self.lines = DataFrame( ['id', 'from', 'to', 'r', 'x', 'b', 'rateA', 'ratio', 'angle', 'status', 'floor', 'cap'], [[1.0, 16.0, 1.0, 0.00155, 0.01169, 0.0182, 160.0, 0.0, 0.0, 1.0, -160.0, 160.0], [2.0, 355.0, 1.0, 0.00157, 0.06612, 0.0, 160.0, 1.0099, 0.0, 1.0, -160.0, 160.0], [3.0, 17.0, 2.0, 0.00155, 0.01169, 0.0182, 160.0, 0.0, 0.0, 1.0, -160.0, 160.0], [4.0, 354.0, 2.0, 0.00157, 0.06612, 0.0, 160.0, 1.022, 0.0, 1.0, -160.0, 160.0], [5.0, 10.0, 3.0, 0.01068, 0.07895, 0.1226, 274.0, 0.0, 0.0, 1.0, -274.0, 274.0], [6.0, 219.0, 3.0, 0.00165, 0.06736, 0.0, 160.0, 1.027, 0.0, 1.0, -160.0, 160.0], [7.0, 220.0, 3.0, 0.00165, 0.06736, 0.0, 160.0, 0.9955, 0.0, 1.0, -160.0, 160.0], [8.0, 7.0, 4.0, 0.01674, 0.09711, 0.14423, 377.0, 0.0, 0.0, 1.0, -377.0, 377.0], [9.0, 11.0, 4.0, 0.00293, 0.01599, 0.02478, 335.0, 0.0, 0.0, 1.0, -335.0, 335.0], [10.0, 14.0, 4.0, 0.00442, 0.03223, 0.04985, 464.0, 0.0, 0.0, 1.0, -464.0, 464.0], [11.0, 16.0, 4.0, 0.00888, 0.06665, 0.08896, 377.0, 0.0, 0.0, 1.0, -377.0, 377.0], [12.0, 22.0, 4.0, 0.00783, 0.043, 0.04962, 350.0, 0.0, 0.0, 1.0, -350.0, 350.0], [13.0, 245.0, 4.0, 0.00165, 0.06901, 0.0, 160.0, 1.0594, 0.0, 1.0, -160.0, 160.0], [14.0, 246.0, 4.0, 0.00165, 0.06901, 0.0, 160.0, 1.0448, 0.0, 1.0, -160.0, 160.0], [15.0, 5.0, 6.0, 0.00064, 0.0305, 0.0, 400.0, 1.0435, 0.6, 1.0, -400.0, 400.0], [16.0, 7.0, 5.0, 0.00525, 0.03988, 0.06195, 381.0, 0.0, 0.0, 1.0, -381.0, 381.0], [17.0, 10.0, 5.0, 0.01459, 0.11219, 0.16553, 381.0, 0.0, 0.0, 1.0, -381.0, 381.0], [18.0, 309.0, 5.0, 0.00165, 0.0686, 0.0, 160.0, 1.0646, 0.0, 1.0, -160.0, 160.0], [19.0, 309.0, 5.0, 0.00165, 0.0686, 0.0, 160.0, 1.0523, 0.0, 1.0, -160.0, 160.0], [20.0, 6.0, 8.0, 0.00112, 0.01329, 0.34125, 1316.0, 0.0, 0.0, 1.0, -1316.0, 1316.0], [21.0, 6.0, 9.0, 0.00299, 0.03675, 0.9184, 1427.0, 0.0, 0.0, 1.0, -1427.0, 1427.0], [22.0, 15.0, 6.0, 0.00298, 0.03417, 0.93504, 1427.0, 0.0, 0.0, 1.0, -1427.0, 1427.0], [23.0, 31.0, 6.0, 0.0015, 0.01506, 0.4032, 1385.0, 0.0, 0.0, 1.0, -1385.0, 1385.0], [24.0, 310.0, 6.0, 0.0015, 0.06188, 0.0, 250.0, 1.0613, 0.0, 1.0, -250.0, 250.0], [25.0, 12.0, 7.0, 0.01211, 0.08742, 0.14017, 381.0, 0.0, 0.0, 1.0, -381.0, 381.0], [26.0, 13.0, 7.0, 0.00205, 0.01326, 0.02243, 335.0, 0.0, 0.0, 1.0, -335.0, 335.0], [27.0, 19.0, 7.0, 0.0057, 0.0407, 0.06021, 323.0, 0.0, 0.0, 1.0, -323.0, 323.0], [28.0, 21.0, 7.0, 0.00093, 0.00651, 0.01113, 160.0, 0.0, 0.0, 1.0, -160.0, 160.0], [29.0, 29.0, 7.0, 0.01269, 0.07498, 0.1302, 362.0, 0.0, 0.0, 1.0, -362.0, 362.0], [30.0, 321.0, 7.0, 0.00041, 0.03368, 0.0, 250.0, 1.0323, 0.0, 1.0, -250.0, 250.0], [31.0, 322.0, 7.0, 0.00165, 0.06775, 0.0, 160.0, 1.0569, 0.0, 1.0, -160.0, 160.0], [32.0, 8.0, 18.0, 0.00336, 0.03977, 1.02163, 1316.0, 0.0, 0.0, 1.0, -1316.0, 1316.0], [33.0, 332.0, 9.0, 0.00087, 0.05244, -0.02144, 330.0, 1.0781, 0.0, 1.0, -330.0, 330.0], [34.0, 171.0, 10.0, 0.01409, 0.10413, 0.15972, 464.0, 0.0, 0.0, 1.0, -464.0, 464.0], [35.0, 346.0, 10.0, 0.00124, 0.06839, 0.0, 160.0, 1.0054, 0.0, 1.0, -160.0, 160.0], [36.0, 347.0, 10.0, 0.00124, 0.06839, 0.0, 160.0, 1.024, 0.0, 1.0, -160.0, 160.0], [37.0, 16.0, 11.0, 0.0057, 0.03952, 0.07553, 464.0, 0.0, 0.0, 1.0, -464.0, 464.0], [38.0, 17.0, 11.0, 0.0057, 0.03952, 0.07553, 464.0, 0.0, 0.0, 1.0, -464.0, 464.0], [39.0, 111.0, 11.0, 0.01068, 0.06196, 0.09496, 394.0, 0.0, 0.0, 1.0, -394.0, 394.0], [40.0, 352.0, 11.0, 0.00165, 0.06901, 0.0, 160.0, 1.0412, 0.0, 1.0, -160.0, 160.0], [41.0, 353.0, 11.0, 0.00165, 0.06901, 0.0, 160.0, 1.0559, 0.0, 1.0, -160.0, 160.0], [42.0, 140.0, 12.0, 0.01465, 0.10589, 0.17085, 464.0, 0.0, 0.0, 1.0, -464.0, 464.0], [43.0, 359.0, 12.0, 0.00155, 0.06612, 0.0, 160.0, 1.0395, 0.0, 1.0, -160.0, 160.0], [44.0, 360.0, 12.0, 0.00157, 0.06612, 0.0, 160.0, 1.059, 0.0, 1.0, -160.0, 160.0], [45.0, 29.0, 13.0, 0.01345, 0.08114, 0.14113, 339.0, 0.0, 0.0, 1.0, -339.0, 339.0], [46.0, 365.0, 13.0, 0.00165, 0.06901, 0.0, 160.0, 1.0312, 0.0, 1.0, -160.0, 160.0], [47.0, 366.0, 13.0, 0.00165, 0.06901, 0.0, 160.0, 0.9872, 0.0, 1.0, -160.0, 160.0], [48.0, 17.0, 14.0, 0.00384, 0.02853, 0.04588, 464.0, 0.0, 0.0, 1.0, -464.0, 464.0], [49.0, 367.0, 14.0, 0.00157, 0.06798, 0.0, 160.0, 1.0664, 0.0, 1.0, -160.0, 160.0], [50.0, 368.0, 14.0, 0.00165, 0.06901, 0.0, 160.0, 1.0777, 0.0, 1.0, -160.0, 160.0], [51.0, 18.0, 15.0, 0.00358, 0.04262, 1.0944, 1662.0, 0.0, 0.0, 1.0, -1662.0, 1662.0], [52.0, 15.0, 165.0, 0.00207, 0.02474, 0.664, 831.0, 0.0, 0.0, 1.0, -831.0, 831.0], [53.0, 374.0, 15.0, 0.0015, 0.06188, 0.0, 250.0, 1.1502, 0.0, 1.0, -250.0, 250.0], [54.0, 16.0, 18.0, 0.00036, 0.02519, 0.0, 500.0, 1.0605, 0.0, 1.0, -500.0, 500.0], [55.0, 16.0, 73.0, 0.00909, 0.0624, 0.11142, 464.0, 0.0, 0.0, 1.0, -464.0, 464.0], [56.0, 17.0, 18.0, 0.00036, 0.02519, 0.0, 500.0, 1.0607, 0.0, 1.0, -500.0, 500.0], [57.0, 17.0, 74.0, 0.00868, 0.06405, 0.09699, 464.0, 0.0, 0.0, 1.0, -464.0, 464.0], [58.0, 20.0, 18.0, 0.00063, 0.00749, 0.39226, 1427.0, 0.0, 0.0, 1.0, -1427.0, 1427.0], [59.0, 75.0, 18.0, 0.00219, 0.02369, 0.59584, 1434.0, 0.0, 0.0, 1.0, -1434.0, 1434.0], [60.0, 18.0, 76.0, 0.00137, 0.01625, 0.41184, 1662.0, 0.0, 0.0, 1.0, -1662.0, 1662.0], [61.0, 18.0, 101.0, 0.00231, 0.02769, 0.70144, 1662.0, 0.0, 0.0, 1.0, -1662.0, 1662.0], [62.0, 124.0, 19.0, 0.01696, 0.12366, 0.19699, 464.0, 0.0, 0.0, 1.0, -464.0, 464.0], [63.0, 425.0, 19.0, 0.00165, 0.06818, 0.0, 160.0, 1.0241, 0.0, 1.0, -160.0, 160.0], [64.0, 67.0, 20.0, 0.00331, 0.03425, 0.85888, 831.0, 0.0, 0.0, 1.0, -831.0, 831.0], [65.0, 447.0, 20.0, 0.00137, 0.06119, -0.01504, 250.0, 1.0796, 0.0, 1.0, -250.0, 250.0], [66.0, 448.0, 20.0, 0.00137, 0.06119, -0.01504, 250.0, 1.0923, 0.0, 1.0, -250.0, 250.0], [67.0, 502.0, 21.0, 0.00165, 0.07107, 0.0, 160.0, 0.9922, 0.0, 1.0, -160.0, 160.0], [68.0, 112.0, 22.0, 0.00465, 0.02618, 0.02962, 362.0, 0.0, 0.0, 1.0, -362.0, 362.0], [69.0, 526.0, 22.0, 0.00165, 0.06901, 0.0, 160.0, 1.0685, 0.0, 1.0, -160.0, 160.0], [70.0, 527.0, 22.0, 0.00165, 0.06901, 0.0, 160.0, 1.0424, 0.0, 1.0, -160.0, 160.0], [71.0, 37.0, 23.0, 0.01163, 0.07031, 0.1058, 394.0, 0.0, 0.0, 1.0, -394.0, 394.0], [72.0, 46.0, 23.0, 0.00837, 0.04868, 0.07348, 457.0, 0.0, 0.0, 1.0, -457.0, 457.0], [73.0, 53.0, 23.0, 0.01122, 0.06558, 0.09835, 274.0, 0.0, 0.0, 1.0, -274.0, 274.0], [74.0, 540.0, 23.0, 0.0014, 0.0668, 0.0, 160.0, 1.0182, 0.0, 1.0, -160.0, 160.0], [75.0, 54.0, 24.0, 0.00769, 0.05727, 0.08789, 160.0, 0.0, 0.0, 1.0, -160.0, 160.0], [76.0, 545.0, 24.0, 0.00151, 0.06715, 0.0, 160.0, 1.0161, 0.0, 1.0, -160.0, 160.0], [77.0, 41.0, 25.0, 0.00556, 0.04145, 0.0636, 274.0, 0.0, 0.0, 1.0, -274.0, 274.0], [78.0, 53.0, 25.0, 0.00452, 0.03368, 0.05169, 464.0, 0.0, 0.0, 1.0, -464.0, 464.0], [79.0, 54.0, 25.0, 0.00019, 0.0014, 0.00213, 464.0, 0.0, 0.0, 1.0, -464.0, 464.0], [80.0, 564.0, 25.0, 0.00157, 0.07808, 0.0, 160.0, 1.0276, 0.0, 1.0, -160.0, 160.0], [81.0, 38.0, 26.0, 0.00698, 0.05196, 0.07967, 160.0, 0.0, 0.0, 1.0, -160.0, 160.0], [82.0, 568.0, 26.0, 0.00149, 0.06616, 0.0, 160.0, 1.013, 0.0, 1.0, -160.0, 160.0], [83.0, 28.0, 27.0, 0.0, 0.0001, 0.0, 876.0, 0.0, 0.0, 1.0, -876.0, 876.0], [84.0, 33.0, 27.0, 0.0024, 0.01494, 0.02253, 160.0, 0.0, 0.0, 1.0, -160.0, 160.0], [85.0, 48.0, 27.0, 0.01213, 0.06215, 0.09371, 362.0, 0.0, 0.0, 1.0, -362.0, 362.0], [86.0, 27.0, 74.0, 0.01116, 0.07231, 0.10367, 304.0, 0.0, 0.0, 1.0, -304.0, 304.0], [87.0, 47.0, 28.0, 0.00248, 0.01798, 0.02759, 464.0, 0.0, 0.0, 1.0, -464.0, 464.0], [88.0, 28.0, 88.0, 0.01488, 0.08161, 0.1148, 362.0, 0.0, 0.0, 1.0, -362.0, 362.0], [89.0, 30.0, 29.0, 0.0, 0.0001, 0.0, 876.0, 0.0, 0.0, 1.0, -876.0, 876.0], [90.0, 29.0, 32.0, 0.00034, 0.02097, 0.0, 500.0, 1.0619, 0.0, 1.0, -500.0, 500.0], [91.0, 45.0, 29.0, 0.00545, 0.04021, 0.06699, 464.0, 0.0, 0.0, 1.0, -464.0, 464.0], [92.0, 48.0, 29.0, 0.00574, 0.04283, 0.06573, 464.0, 0.0, 0.0, 1.0, -464.0, 464.0], [93.0, 613.0, 29.0, 0.00157, 0.06775, 0.0, 160.0, 1.0016, 0.0, 1.0, -160.0, 160.0], [94.0, 46.0, 30.0, 0.00545, 0.04021, 0.06699, 464.0, 0.0, 0.0, 1.0, -464.0, 464.0], [95.0, 49.0, 30.0, 0.00707, 0.04541, 0.06931, 362.0, 0.0, 0.0, 1.0, -362.0, 362.0], [96.0, 32.0, 31.0, 0.0, 0.0001, 0.0, 1593.0, 0.0, 0.0, 1.0, -1593.0, 1593.0], [97.0, 39.0, 31.0, 0.00176, 0.02144, 0.57344, 1385.0, 0.0, 0.0, 1.0, -1385.0, 1385.0], [98.0, 36.0, 32.0, 0.00167, 0.0189, 0.54176, 498.0, 0.0, 0.0, 1.0, -498.0, 498.0], [99.0, 615.0, 33.0, 0.00163, 0.06946, 0.0, 160.0, 1.0291, 0.0, 1.0, -160.0, 160.0], [100.0, 35.0, 34.0, 0.0, 0.0001, 0.0, 1593.0, 0.0, 0.0, 1.0, -1593.0, 1593.0], [101.0, 34.0, 51.0, 0.00113, 0.01406, 0.37488, 1385.0, 0.0, 0.0, 1.0, -1385.0, 1385.0], [102.0, 183.0, 34.0, 0.00188, 0.02287, 0.6432, 1385.0, 0.0, 0.0, 1.0, -1385.0, 1385.0], [103.0, 183.0, 35.0, 0.00188, 0.02287, 0.6432, 1385.0, 0.0, 0.0, 1.0, -1385.0, 1385.0], [104.0, 617.0, 35.0, 0.00135, 0.06052, 0.0, 250.0, 1.0654, 0.0, 1.0, -250.0, 250.0], [105.0, 644.0, 36.0, 0.00135, 0.06052, 0.0, 250.0, 1.1003, 0.0, 1.0, -250.0, 250.0], [106.0, 645.0, 36.0, 0.00153, 0.06156, 0.0, 250.0, 1.0971, 0.0, 1.0, -250.0, 250.0], [107.0, 38.0, 37.0, 0.0, 0.0001, 0.0, 876.0, 0.0, 0.0, 1.0, -876.0, 876.0], [108.0, 663.0, 37.0, 0.00157, 0.06616, 0.0, 160.0, 1.0009, 0.0, 1.0, -160.0, 160.0], [109.0, 55.0, 38.0, 0.00316, 0.02076, 0.03146, 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0.0023, 89.0, 0.0, 0.0, 1.0, -89.0, 89.0], [1937.0, 1584.0, 1399.0, 0.00826, 0.02645, 0.00264, 140.0, 0.0, 0.0, 1.0, -140.0, 140.0], [1938.0, 1400.0, 1401.0, 0.00248, 0.00661, 0.00075, 114.0, 0.0, 0.0, 1.0, -114.0, 114.0], [1939.0, 1539.0, 1404.0, 0.00248, 0.00744, 0.00077, 120.0, 0.0, 0.0, 1.0, -120.0, 120.0], [1940.0, 1540.0, 1405.0, 0.00248, 0.00744, 0.00077, 120.0, 0.0, 0.0, 1.0, -120.0, 120.0], [1941.0, 1406.0, 1407.0, 0.00165, 0.00331, 0.00036, 19.0, 0.0, 0.0, 1.0, -19.0, 19.0], [1942.0, 1581.0, 1407.0, 0.10165, 0.20083, 0.01742, 90.0, 0.0, 0.0, 1.0, -90.0, 90.0], [1943.0, 1411.0, 1408.0, 0.00331, 0.01074, 0.00123, 140.0, 0.0, 0.0, 1.0, -140.0, 140.0], [1944.0, 1410.0, 1601.0, 0.01983, 0.0314, 0.00511, 90.0, 0.0, 0.0, 1.0, -90.0, 90.0], [1945.0, 1412.0, 1413.0, 0.00248, 0.00744, 0.00087, 140.0, 0.0, 0.0, 1.0, -140.0, 140.0], [1946.0, 1413.0, 1556.0, 0.0157, 0.04793, 0.00571, 140.0, 0.0, 0.0, 1.0, -140.0, 140.0], [1947.0, 1430.0, 1414.0, 0.0157, 0.04793, 0.00566, 85.0, 0.0, 0.0, 1.0, -85.0, 85.0], [1948.0, 1415.0, 1453.0, 0.00992, 0.03223, 0.00346, 114.0, 0.0, 0.0, 1.0, -114.0, 114.0], [1949.0, 1537.0, 1415.0, 0.01736, 0.0562, 0.00598, 140.0, 0.0, 0.0, 1.0, -140.0, 140.0], [1950.0, 1416.0, 1440.0, 0.01736, 0.05537, 0.00518, 120.0, 0.0, 0.0, 1.0, -120.0, 120.0], [1951.0, 1514.0, 1416.0, 0.00909, 0.02727, 0.00317, 140.0, 0.0, 0.0, 1.0, -140.0, 140.0], [1952.0, 1551.0, 1416.0, 0.00413, 0.01322, 0.00155, 140.0, 0.0, 0.0, 1.0, -140.0, 140.0], [1953.0, 1417.0, 1548.0, 0.01736, 0.05207, 0.00503, 85.0, 0.0, 0.0, 1.0, -85.0, 85.0], [1954.0, 1550.0, 1418.0, 0.00413, 0.01322, 0.00155, 140.0, 0.0, 0.0, 1.0, -140.0, 140.0], [1955.0, 1422.0, 1421.0, 0.0, 0.0001, 0.0, 438.0, 0.0, 0.0, 1.0, -438.0, 438.0], [1956.0, 1421.0, 1423.0, 0.0124, 0.03802, 0.00448, 140.0, 0.0, 0.0, 1.0, -140.0, 140.0], [1957.0, 1423.0, 1463.0, 0.00744, 0.02066, 0.00213, 120.0, 0.0, 0.0, 1.0, -120.0, 120.0], [1958.0, 1445.0, 1424.0, 0.00331, 0.01157, 0.00109, 140.0, 0.0, 0.0, 1.0, -140.0, 140.0], [1959.0, 1489.0, 1426.0, 0.04545, 0.23719, 0.02485, 114.0, 0.0, 0.0, 1.0, -114.0, 114.0], [1960.0, 1431.0, 1427.0, 0.00083, 0.00661, 0.00075, 152.0, 0.0, 0.0, 1.0, -152.0, 152.0], [1961.0, 1432.0, 1427.0, 0.00083, 0.00413, 0.00058, 152.0, 0.0, 0.0, 1.0, -152.0, 152.0], [1962.0, 1595.0, 1430.0, 0.00826, 0.02645, 0.0031, 114.0, 0.0, 0.0, 1.0, -114.0, 114.0], [1963.0, 1432.0, 1431.0, 0.0, 0.0001, 0.0, 438.0, 0.0, 0.0, 1.0, -438.0, 438.0], [1964.0, 1489.0, 1431.0, 0.04545, 0.23388, 0.02439, 114.0, 0.0, 0.0, 1.0, -114.0, 114.0], [1965.0, 1576.0, 1433.0, 0.00165, 0.00331, 0.00036, 57.0, 0.0, 0.0, 1.0, -57.0, 57.0], [1966.0, 1577.0, 1434.0, 0.00083, 0.00331, 0.00039, 57.0, 0.0, 0.0, 1.0, -57.0, 57.0], [1967.0, 1475.0, 1435.0, 0.02645, 0.03388, 0.0062, 90.0, 0.0, 0.0, 1.0, -90.0, 90.0], [1968.0, 1435.0, 1518.0, 0.00826, 0.02479, 0.00295, 90.0, 0.0, 0.0, 1.0, -90.0, 90.0], [1969.0, 1439.0, 1437.0, 0.0124, 0.0157, 0.00302, 90.0, 0.0, 0.0, 1.0, -90.0, 90.0], [1970.0, 1440.0, 1438.0, 0.01322, 0.0157, 0.00305, 90.0, 0.0, 0.0, 1.0, -90.0, 90.0], [1971.0, 1513.0, 1439.0, 0.0157, 0.04628, 0.00445, 120.0, 0.0, 0.0, 1.0, -120.0, 120.0], [1972.0, 1441.0, 1443.0, 0.00248, 0.00744, 0.00073, 114.0, 0.0, 0.0, 1.0, -114.0, 114.0], [1973.0, 1539.0, 1442.0, 0.00248, 0.00744, 0.00085, 140.0, 0.0, 0.0, 1.0, -140.0, 140.0], [1974.0, 1540.0, 1443.0, 0.00744, 0.02397, 0.00271, 114.0, 0.0, 0.0, 1.0, -114.0, 114.0], [1975.0, 1448.0, 1446.0, 0.00496, 0.00826, 0.00092, 90.0, 0.0, 0.0, 1.0, -90.0, 90.0], [1976.0, 1449.0, 1447.0, 0.00496, 0.00826, 0.0009, 90.0, 0.0, 0.0, 1.0, -90.0, 90.0], [1977.0, 1455.0, 1504.0, 0.00248, 0.01488, 0.00174, 232.0, 0.0, 0.0, 1.0, -232.0, 232.0], [1978.0, 1456.0, 1504.0, 0.00248, 0.01488, 0.00174, 232.0, 0.0, 0.0, 1.0, -232.0, 232.0], [1979.0, 1457.0, 1459.0, 0.0, 0.00083, 5e-05, 140.0, 0.0, 0.0, 1.0, -140.0, 140.0], [1980.0, 1460.0, 1458.0, 0.00165, 0.00579, 0.00053, 140.0, 0.0, 0.0, 1.0, -140.0, 140.0], [1981.0, 1533.0, 1461.0, 0.02066, 0.06529, 0.0069, 114.0, 0.0, 0.0, 1.0, -114.0, 114.0], [1982.0, 1600.0, 1461.0, 0.00909, 0.01488, 0.00162, 90.0, 0.0, 0.0, 1.0, -90.0, 90.0], [1983.0, 1466.0, 1482.0, 0.00413, 0.01322, 0.0015, 114.0, 0.0, 0.0, 1.0, -114.0, 114.0], [1984.0, 1470.0, 1469.0, 0.0, 0.0001, 0.0, 438.0, 0.0, 0.0, 1.0, -438.0, 438.0], [1985.0, 1469.0, 1515.0, 0.03719, 0.11983, 0.01268, 114.0, 0.0, 0.0, 1.0, -114.0, 114.0], [1986.0, 1469.0, 1554.0, 0.00744, 0.01157, 0.00126, 90.0, 0.0, 0.0, 1.0, -90.0, 90.0], [1987.0, 1470.0, 1555.0, 0.00744, 0.01157, 0.00123, 90.0, 0.0, 0.0, 1.0, -90.0, 90.0], [1988.0, 1477.0, 1574.0, 0.04132, 0.05372, 0.00987, 90.0, 0.0, 0.0, 1.0, -90.0, 90.0], [1989.0, 1503.0, 1483.0, 0.01074, 0.02893, 0.00334, 120.0, 0.0, 0.0, 1.0, -120.0, 120.0], [1990.0, 1502.0, 1484.0, 0.00992, 0.03058, 0.00356, 140.0, 0.0, 0.0, 1.0, -140.0, 140.0], [1991.0, 1549.0, 1486.0, 0.00083, 0.00331, 0.00044, 120.0, 0.0, 0.0, 1.0, -120.0, 120.0], [1992.0, 1492.0, 1487.0, 0.00331, 0.01074, 0.00114, 140.0, 0.0, 0.0, 1.0, -140.0, 140.0], [1993.0, 1491.0, 1490.0, 0.0, 0.0001, 0.0, 438.0, 0.0, 0.0, 1.0, -438.0, 438.0], [1994.0, 1493.0, 1494.0, 0.00165, 0.00579, 0.00053, 140.0, 0.0, 0.0, 1.0, -140.0, 140.0], [1995.0, 1537.0, 1494.0, 0.01074, 0.03388, 0.00353, 140.0, 0.0, 0.0, 1.0, -140.0, 140.0], [1996.0, 1496.0, 1498.0, 0.00413, 0.00579, 0.00077, 75.0, 0.0, 0.0, 1.0, -75.0, 75.0], [1997.0, 1497.0, 1499.0, 0.00413, 0.00579, 0.0007, 75.0, 0.0, 0.0, 1.0, -75.0, 75.0], [1998.0, 1526.0, 1498.0, 0.01157, 0.02975, 0.00327, 120.0, 0.0, 0.0, 1.0, -120.0, 120.0], [1999.0, 1503.0, 1502.0, 0.0, 0.0001, 0.0, 438.0, 0.0, 0.0, 1.0, -438.0, 438.0], [2000.0, 1515.0, 1502.0, 0.01157, 0.03802, 0.00409, 140.0, 0.0, 0.0, 1.0, -140.0, 140.0], [2001.0, 1534.0, 1504.0, 0.01157, 0.03223, 0.00327, 120.0, 0.0, 0.0, 1.0, -120.0, 120.0], [2002.0, 1542.0, 1505.0, 0.00413, 0.0124, 0.00121, 140.0, 0.0, 0.0, 1.0, -140.0, 140.0], [2003.0, 1505.0, 1557.0, 0.00909, 0.0314, 0.00278, 120.0, 0.0, 0.0, 1.0, -120.0, 120.0], [2004.0, 1508.0, 1506.0, 0.00413, 0.01322, 0.0014, 114.0, 0.0, 0.0, 1.0, -114.0, 114.0], [2005.0, 1517.0, 1506.0, 0.00413, 0.00992, 0.00203, 140.0, 0.0, 0.0, 1.0, -140.0, 140.0], [2006.0, 1517.0, 1507.0, 0.00992, 0.03058, 0.00324, 114.0, 0.0, 0.0, 1.0, -114.0, 114.0], [2007.0, 1509.0, 1511.0, 0.00083, 0.00165, 0.00019, 140.0, 0.0, 0.0, 1.0, -140.0, 140.0], [2008.0, 1517.0, 1584.0, 0.00826, 0.02645, 0.00273, 140.0, 0.0, 0.0, 1.0, -140.0, 140.0], [2009.0, 1541.0, 1518.0, 0.01405, 0.04628, 0.00486, 114.0, 0.0, 0.0, 1.0, -114.0, 114.0], [2010.0, 1519.0, 1520.0, 0.00661, 0.00826, 0.0016, 90.0, 0.0, 0.0, 1.0, -90.0, 90.0], [2011.0, 1521.0, 1522.0, 0.0, 0.00083, 2e-05, 90.0, 0.0, 0.0, 1.0, -90.0, 90.0], [2012.0, 1529.0, 1531.0, 0.00083, 0.00124, 0.00017, 114.0, 0.0, 0.0, 1.0, -114.0, 114.0], [2013.0, 1530.0, 1532.0, 0.00083, 0.00248, 0.00024, 114.0, 0.0, 0.0, 1.0, -114.0, 114.0], [2014.0, 1583.0, 1540.0, 0.00496, 0.0124, 0.00145, 120.0, 0.0, 0.0, 1.0, -120.0, 120.0], [2015.0, 1548.0, 1547.0, 0.00083, 0.00331, 0.00029, 28.0, 0.0, 0.0, 1.0, -28.0, 28.0], [2016.0, 1548.0, 1579.0, 0.01901, 0.05289, 0.00511, 120.0, 0.0, 0.0, 1.0, -120.0, 120.0], [2017.0, 1578.0, 1560.0, 0.00579, 0.02066, 0.00208, 140.0, 0.0, 0.0, 1.0, -140.0, 140.0], [2018.0, 1592.0, 1560.0, 0.0, 0.00083, 5e-05, 140.0, 0.0, 0.0, 1.0, -140.0, 140.0], [2019.0, 1563.0, 1564.0, 0.00083, 0.00165, 0.00017, 90.0, 0.0, 0.0, 1.0, -90.0, 90.0], [2020.0, 1565.0, 1573.0, 0.00579, 0.01736, 0.00196, 140.0, 0.0, 0.0, 1.0, -140.0, 140.0], [2021.0, 1567.0, 1569.0, 0.0, 0.00083, 2e-05, 114.0, 0.0, 0.0, 1.0, -114.0, 114.0], [2022.0, 1568.0, 1570.0, 0.0, 0.00083, 2e-05, 140.0, 0.0, 0.0, 1.0, -140.0, 140.0], [2023.0, 1581.0, 1580.0, 0.0, 0.0001, 0.0, 438.0, 0.0, 0.0, 1.0, -438.0, 438.0], [2024.0, 1586.0, 1582.0, 0.00165, 0.00496, 0.00053, 140.0, 0.0, 0.0, 1.0, -140.0, 140.0], [2025.0, 1588.0, 1589.0, 0.00331, 0.00992, 0.00094, 140.0, 0.0, 0.0, 1.0, -140.0, 140.0], [2026.0, 1590.0, 1592.0, 0.00413, 0.01405, 0.00162, 140.0, 0.0, 0.0, 1.0, -140.0, 140.0], [2027.0, 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1.0, -90.0, 90.0], [2857.0, 2354.0, 2300.0, 0.01132, 0.03636, 0.00375, 137.0, 0.0, 0.0, 1.0, -137.0, 137.0], [2858.0, 2303.0, 2343.0, 0.00281, 0.00702, 0.00059, 114.0, 0.0, 0.0, 1.0, -114.0, 114.0], [2859.0, 2305.0, 2316.0, 0.01607, 0.05279, 0.01083, 68.0, 0.0, 0.0, 1.0, -68.0, 68.0], [2860.0, 2312.0, 2313.0, 0.00347, 0.01264, 0.00119, 122.0, 0.0, 0.0, 1.0, -122.0, 122.0], [2861.0, 2319.0, 2313.0, 0.05314, 0.09339, 0.0089, 68.0, 0.0, 0.0, 1.0, -68.0, 68.0], [2862.0, 2313.0, 2381.0, 0.07661, 0.13182, 0.013, 68.0, 0.0, 0.0, 1.0, -68.0, 68.0], [2863.0, 2329.0, 2317.0, 0.01405, 0.02314, 0.00234, 90.0, 0.0, 0.0, 1.0, -90.0, 90.0], [2864.0, 2317.0, 2350.0, 0.0281, 0.04711, 0.00465, 68.0, 0.0, 0.0, 1.0, -68.0, 68.0], [2865.0, 2318.0, 2321.0, 0.03347, 0.06529, 0.00593, 68.0, 0.0, 0.0, 1.0, -68.0, 68.0], [2866.0, 2374.0, 2319.0, 0.08314, 0.14628, 0.01392, 68.0, 0.0, 0.0, 1.0, -68.0, 68.0], [2867.0, 2321.0, 2323.0, 0.05107, 0.08512, 0.00898, 51.0, 0.0, 0.0, 1.0, -51.0, 51.0], [2868.0, 2322.0, 2323.0, 0.01653, 0.03306, 0.00242, 68.0, 0.0, 0.0, 1.0, -68.0, 68.0], [2869.0, 2323.0, 2329.0, 0.00496, 0.00826, 0.00085, 78.0, 0.0, 0.0, 1.0, -78.0, 78.0], [2870.0, 2323.0, 2380.0, 0.07306, 0.1919, 0.01832, 68.0, 0.0, 0.0, 1.0, -68.0, 68.0], [2871.0, 2359.0, 2324.0, 0.02017, 0.05223, 0.00545, 120.0, 0.0, 0.0, 1.0, -120.0, 120.0], [2872.0, 2324.0, 2379.0, 0.03562, 0.10942, 0.01146, 68.0, 0.0, 0.0, 1.0, -68.0, 68.0], [2873.0, 2326.0, 2367.0, 0.00525, 0.0165, 0.00163, 114.0, 0.0, 0.0, 1.0, -114.0, 114.0], [2874.0, 2340.0, 2339.0, 0.0, 0.0001, 0.0, 438.0, 0.0, 0.0, 1.0, -438.0, 438.0], [2875.0, 2342.0, 2339.0, 0.00421, 0.01355, 0.0014, 131.0, 0.0, 0.0, 1.0, -131.0, 131.0], [2876.0, 2343.0, 2339.0, 0.00306, 0.00992, 0.00102, 114.0, 0.0, 0.0, 1.0, -114.0, 114.0], [2877.0, 2342.0, 2343.0, 0.00554, 0.01793, 0.00184, 137.0, 0.0, 0.0, 1.0, -137.0, 137.0], [2878.0, 2344.0, 2342.0, 0.01777, 0.05736, 0.00588, 137.0, 0.0, 0.0, 1.0, -137.0, 137.0], [2879.0, 2347.0, 2342.0, 0.00496, 0.00744, 0.00073, 114.0, 0.0, 0.0, 1.0, -114.0, 114.0], [2880.0, 2347.0, 2342.0, 0.00992, 0.03488, 0.00407, 76.0, 0.0, 0.0, 1.0, -76.0, 76.0], [2881.0, 2348.0, 2379.0, 0.08653, 0.11405, 0.01019, 57.0, 0.0, 0.0, 1.0, -57.0, 57.0], [2882.0, 2350.0, 2366.0, 0.01686, 0.05427, 0.00558, 68.0, 0.0, 0.0, 1.0, -68.0, 68.0], [2883.0, 2353.0, 2378.0, 0.02306, 0.07438, 0.00765, 137.0, 0.0, 0.0, 1.0, -137.0, 137.0], [2884.0, 2354.0, 2377.0, 0.01736, 0.05686, 0.00578, 137.0, 0.0, 0.0, 1.0, -137.0, 137.0], [2885.0, 2358.0, 2357.0, 0.0, 0.0001, 0.0, 438.0, 0.0, 0.0, 1.0, -438.0, 438.0], [2886.0, 2357.0, 2363.0, 0.01504, 0.04132, 0.00426, 90.0, 0.0, 0.0, 1.0, -90.0, 90.0], [2887.0, 2357.0, 2372.0, 0.00496, 0.00744, 0.00073, 114.0, 0.0, 0.0, 1.0, -114.0, 114.0], [2888.0, 2357.0, 2372.0, 0.00496, 0.00744, 0.00073, 114.0, 0.0, 0.0, 1.0, -114.0, 114.0], [2889.0, 2358.0, 2361.0, 0.01843, 0.06, 0.00615, 137.0, 0.0, 0.0, 1.0, -137.0, 137.0], [2890.0, 2363.0, 2360.0, 0.00934, 0.01653, 0.00174, 90.0, 0.0, 0.0, 1.0, -90.0, 90.0], [2891.0, 2362.0, 2361.0, 0.0, 0.0001, 0.0, 438.0, 0.0, 0.0, 1.0, -438.0, 438.0], [2892.0, 2364.0, 2367.0, 0.00026, 0.00066, 7e-05, 114.0, 0.0, 0.0, 1.0, -114.0, 114.0], [2893.0, 2373.0, 2372.0, 0.0, 0.0001, 0.0, 438.0, 0.0, 0.0, 1.0, -438.0, 438.0], [2894.0, 2378.0, 2377.0, 0.0, 0.0001, 0.0, 438.0, 0.0, 0.0, 1.0, -438.0, 438.0], [2895.0, 2381.0, 2380.0, 0.0, 0.0001, 0.0, 438.0, 0.0, 0.0, 1.0, -438.0, 438.0], [2896.0, 2382.0, 2381.0, 0.01264, 0.03802, 0.00273, 114.0, 0.0, 0.0, 1.0, -114.0, 114.0]]) # Load data self.loads = DataFrame( ['id', 'bus_id', 'Pd', 'Qd', 'mc_a', 'mc_b', 'mc_c', 'd_max', 'd_min'], [[1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [3.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [4.0, 4.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [5.0, 5.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [6.0, 6.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [7.0, 7.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [8.0, 8.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [9.0, 9.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [10.0, 10.0, 12.23, 9.0, 0.0, 0.0, 0.0, 12.23, 12.23], [11.0, 11.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [12.0, 12.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [13.0, 13.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [14.0, 14.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [15.0, 15.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [16.0, 16.0, 54.88, 100.0, 0.0, 0.0, 0.0, 54.88, 54.88], [17.0, 17.0, 77.0, 150.0, 0.0, 0.0, 0.0, 77.0, 77.0], [18.0, 18.0, 153.0, 350.0, 0.0, 0.0, 0.0, 153.0, 153.0], [19.0, 19.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [20.0, 20.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [21.0, 21.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [22.0, 22.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [23.0, 23.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [24.0, 24.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [25.0, 25.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [26.0, 26.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [27.0, 27.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [28.0, 28.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [29.0, 29.0, 25.98, 60.0, 0.0, 0.0, 0.0, 25.98, 25.98], [30.0, 30.0, 25.98, 60.0, 0.0, 0.0, 0.0, 25.98, 25.98], [31.0, 31.0, 20.98, 50.0, 0.0, 0.0, 0.0, 20.98, 20.98], [32.0, 32.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [33.0, 33.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [34.0, 34.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [35.0, 35.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [36.0, 36.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [37.0, 37.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [38.0, 38.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [39.0, 39.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [40.0, 40.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [41.0, 41.0, 11.99, 30.0, 0.0, 0.0, 0.0, 11.99, 11.99], [42.0, 42.0, 11.99, 30.0, 0.0, 0.0, 0.0, 11.99, 11.99], [43.0, 43.0, 23.98, 60.0, 0.0, 0.0, 0.0, 23.98, 23.98], [44.0, 44.0, 23.98, 60.0, 0.0, 0.0, 0.0, 23.98, 23.98], [45.0, 45.0, 159.84, 75.0, 0.0, 0.0, 0.0, 159.84, 159.84], [46.0, 46.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [47.0, 47.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [48.0, 48.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [49.0, 49.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [50.0, 50.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [51.0, 51.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [52.0, 52.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [53.0, 53.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [54.0, 54.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [55.0, 55.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [56.0, 56.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [57.0, 57.0, 22.98, 10.96, 0.0, 0.0, 0.0, 22.98, 22.98], [58.0, 58.0, 21.98, 5.79, 0.0, 0.0, 0.0, 21.98, 21.98], [59.0, 59.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [60.0, 60.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [61.0, 61.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [62.0, 62.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [63.0, 63.0, 37.37, 52.69, 0.0, 0.0, 0.0, 37.37, 37.37], [64.0, 64.0, 35.37, 55.32, 0.0, 0.0, 0.0, 35.37, 35.37], [65.0, 65.0, 13.39, 2.02, 0.0, 0.0, 0.0, 13.39, 13.39], [66.0, 66.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [67.0, 67.0, 60.4, 92.1, 0.0, 0.0, 0.0, 60.4, 60.4], [68.0, 68.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [69.0, 69.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [70.0, 70.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [71.0, 71.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [72.0, 72.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [73.0, 73.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [74.0, 74.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [75.0, 75.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [76.0, 76.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [77.0, 77.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [78.0, 78.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [79.0, 79.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [80.0, 80.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [81.0, 81.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [82.0, 82.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [83.0, 83.0, 15.99, 22.97, 0.0, 0.0, 0.0, 15.99, 15.99], [84.0, 84.0, 15.79, 22.27, 0.0, 0.0, 0.0, 15.79, 15.79], [85.0, 85.0, 9.99, 17.01, 0.0, 0.0, 0.0, 9.99, 9.99], [86.0, 86.0, 9.99, 16.66, 0.0, 0.0, 0.0, 9.99, 9.99], [87.0, 87.0, 11.09, 16.22, 0.0, 0.0, 0.0, 11.09, 11.09], [88.0, 88.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [89.0, 89.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [90.0, 90.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [91.0, 91.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [92.0, 92.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [93.0, 93.0, 9.99, 16.39, 0.0, 0.0, 0.0, 9.99, 9.99], [94.0, 94.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [95.0, 95.0, 6.89, 8.15, 0.0, 0.0, 0.0, 6.89, 6.89], [96.0, 96.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [97.0, 97.0, 8.69, 5.26, 0.0, 0.0, 0.0, 8.69, 8.69], [98.0, 98.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [99.0, 99.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [100.0, 100.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [101.0, 101.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [102.0, 102.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [103.0, 103.0, 18.09, 23.76, 0.0, 0.0, 0.0, 18.09, 18.09], [104.0, 104.0, 33.68, 46.11, 0.0, 0.0, 0.0, 33.68, 33.68], [105.0, 105.0, 33.78, 62.95, 0.0, 0.0, 0.0, 33.78, 33.78], [106.0, 106.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [107.0, 107.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [108.0, 108.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [109.0, 109.0, 1.0, 22.36, 0.0, 0.0, 0.0, 1.0, 1.0], [110.0, 110.0, 1.0, 22.18, 0.0, 0.0, 0.0, 1.0, 1.0], [111.0, 111.0, 26.49, 18.0, 0.0, 0.0, 0.0, 26.49, 26.49], [112.0, 112.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [113.0, 113.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [114.0, 114.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [115.0, 115.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [116.0, 116.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [117.0, 117.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [118.0, 118.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [119.0, 119.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [120.0, 120.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [121.0, 121.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [122.0, 122.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [123.0, 123.0, 5.5, 7.0, 0.0, 0.0, 0.0, 5.5, 5.5], [124.0, 124.0, 8.79, 17.0, 0.0, 0.0, 0.0, 8.79, 8.79], [125.0, 125.0, 35.7, 18.3, 0.0, 0.0, 0.0, 35.7, 35.7], [126.0, 126.0, 25.28, 15.9, 0.0, 0.0, 0.0, 25.28, 25.28], [127.0, 127.0, 25.71, 15.3, 0.0, 0.0, 0.0, 25.71, 25.71], [128.0, 128.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [129.0, 129.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [130.0, 130.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [131.0, 131.0, 68.67, 70.0, 0.0, 0.0, 0.0, 68.67, 68.67], [132.0, 132.0, 33.0, 45.0, 0.0, 0.0, 0.0, 33.0, 33.0], [133.0, 133.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [134.0, 134.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [135.0, 135.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [136.0, 136.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [137.0, 137.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [138.0, 138.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [139.0, 139.0, 33.2, 22.6, 0.0, 0.0, 0.0, 33.2, 33.2], [140.0, 140.0, 29.23, 19.6, 0.0, 0.0, 0.0, 29.23, 29.23], [141.0, 141.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [142.0, 142.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [143.0, 143.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [144.0, 144.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 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[1931.0, 1931.0, 7.69, 0.0, 0.0, 0.0, 0.0, 7.69, 7.69], [1932.0, 1932.0, 29.13, 1.5, 0.0, 0.0, 0.0, 29.13, 29.13], [1933.0, 1933.0, 20.65, 8.0, 0.0, 0.0, 0.0, 20.65, 20.65], [1934.0, 1934.0, 5.28, 0.3, 0.0, 0.0, 0.0, 5.28, 5.28], [1935.0, 1935.0, 17.59, 5.3, 0.0, 0.0, 0.0, 17.59, 17.59], [1936.0, 1936.0, 7.69, 1.3, 0.0, 0.0, 0.0, 7.69, 7.69], [1937.0, 1937.0, 6.6, 1.0, 0.0, 0.0, 0.0, 6.6, 6.6], [1938.0, 1938.0, 5.5, 1.2, 0.0, 0.0, 0.0, 5.5, 5.5], [1939.0, 1939.0, 10.88, 2.9, 0.0, 0.0, 0.0, 10.88, 10.88], [1940.0, 1940.0, 13.52, 3.0, 0.0, 0.0, 0.0, 13.52, 13.52], [1941.0, 1941.0, 16.92, 2.5, 0.0, 0.0, 0.0, 16.92, 16.92], [1942.0, 1942.0, 3.19, 0.1, 0.0, 0.0, 0.0, 3.19, 3.19], [1943.0, 1943.0, 6.49, 1.8, 0.0, 0.0, 0.0, 6.49, 6.49], [1944.0, 1944.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [1945.0, 1945.0, 9.45, 1.8, 0.0, 0.0, 0.0, 9.45, 9.45], [1946.0, 1946.0, 14.73, 1.9, 0.0, 0.0, 0.0, 14.73, 14.73], [1947.0, 1947.0, 61.52, 28.0, 0.0, 0.0, 0.0, 61.52, 61.52], [1948.0, 1948.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [1949.0, 1949.0, 5.5, 1.0, 0.0, 0.0, 0.0, 5.5, 5.5], [1950.0, 1950.0, 4.95, 3.4, 0.0, 0.0, 0.0, 4.95, 4.95], [1951.0, 1951.0, 10.99, 2.9, 0.0, 0.0, 0.0, 10.99, 10.99], [1952.0, 1952.0, 10.88, 3.7, 0.0, 0.0, 0.0, 10.88, 10.88], [1953.0, 1953.0, 8.02, 1.9, 0.0, 0.0, 0.0, 8.02, 8.02], [1954.0, 1954.0, 8.57, 1.0, 0.0, 0.0, 0.0, 8.57, 8.57], [1955.0, 1955.0, 4.29, 0.0, 0.0, 0.0, 0.0, 4.29, 4.29], [1956.0, 1956.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [1957.0, 1957.0, 12.09, 2.5, 0.0, 0.0, 0.0, 12.09, 12.09], [1958.0, 1958.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [1959.0, 1959.0, 7.47, 2.3, 0.0, 0.0, 0.0, 7.47, 7.47], [1960.0, 1960.0, 10.55, 1.1, 0.0, 0.0, 0.0, 10.55, 10.55], [1961.0, 1961.0, 2.86, 0.0, 0.0, 0.0, 0.0, 2.86, 2.86], [1962.0, 1962.0, 5.83, 0.3, 0.0, 0.0, 0.0, 5.83, 5.83], [1963.0, 1963.0, 6.05, 1.6, 0.0, 0.0, 0.0, 6.05, 6.05], [1964.0, 1964.0, 7.79, 4.6, 0.0, 0.0, 0.0, 7.79, 7.79], [1965.0, 1965.0, 20.77, 6.7, 0.0, 0.0, 0.0, 20.77, 20.77], [1966.0, 1966.0, 24.28, 6.2, 0.0, 0.0, 0.0, 24.28, 24.28], [1967.0, 1967.0, 10.77, 3.8, 0.0, 0.0, 0.0, 10.77, 10.77], [1968.0, 1968.0, 4.84, 1.5, 0.0, 0.0, 0.0, 4.84, 4.84], [1969.0, 1969.0, 9.34, 3.1, 0.0, 0.0, 0.0, 9.34, 9.34], [1970.0, 1970.0, 22.53, 4.0, 0.0, 0.0, 0.0, 22.53, 22.53], [1971.0, 1971.0, 16.49, 2.6, 0.0, 0.0, 0.0, 16.49, 16.49], [1972.0, 1972.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [1973.0, 1973.0, 10.43, 3.0, 0.0, 0.0, 0.0, 10.43, 10.43], [1974.0, 1974.0, 29.78, 5.9, 0.0, 0.0, 0.0, 29.78, 29.78], [1975.0, 1975.0, 12.64, 2.2, 0.0, 0.0, 0.0, 12.64, 12.64], [1976.0, 1976.0, 31.11, 5.5, 0.0, 0.0, 0.0, 31.11, 31.11], [1977.0, 1977.0, 21.65, 2.1, 0.0, 0.0, 0.0, 21.65, 21.65], [1978.0, 1978.0, 1.76, 0.8, 0.0, 0.0, 0.0, 1.76, 1.76], [1979.0, 1979.0, 10.99, 0.8, 0.0, 0.0, 0.0, 10.99, 10.99], [1980.0, 1980.0, 0.0, 0.6, 0.0, 0.0, 0.0, 0.0, 0.0], [1981.0, 1981.0, 21.98, 7.0, 0.0, 0.0, 0.0, 21.98, 21.98], [1982.0, 1982.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [1983.0, 1983.0, 9.01, 1.9, 0.0, 0.0, 0.0, 9.01, 9.01], [1984.0, 1984.0, 0.55, 0.0, 0.0, 0.0, 0.0, 0.55, 0.55], [1985.0, 1985.0, 8.24, 2.1, 0.0, 0.0, 0.0, 8.24, 8.24], [1986.0, 1986.0, 24.17, 5.9, 0.0, 0.0, 0.0, 24.17, 24.17], [1987.0, 1987.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [1988.0, 1988.0, 14.29, 2.6, 0.0, 0.0, 0.0, 14.29, 14.29], [1989.0, 1989.0, 17.37, 2.6, 0.0, 0.0, 0.0, 17.37, 17.37], [1990.0, 1990.0, 6.16, 0.6, 0.0, 0.0, 0.0, 6.16, 6.16], [1991.0, 1991.0, 2.64, 1.0, 0.0, 0.0, 0.0, 2.64, 2.64], [1992.0, 1992.0, 16.82, 2.8, 0.0, 0.0, 0.0, 16.82, 16.82], [1993.0, 1993.0, 13.63, 4.5, 0.0, 0.0, 0.0, 13.63, 13.63], [1994.0, 1994.0, 11.21, 4.3, 0.0, 0.0, 0.0, 11.21, 11.21], [1995.0, 1995.0, 26.49, 8.5, 0.0, 0.0, 0.0, 26.49, 26.49], [1996.0, 1996.0, 12.53, 3.0, 0.0, 0.0, 0.0, 12.53, 12.53], [1997.0, 1997.0, 5.61, 2.0, 0.0, 0.0, 0.0, 5.61, 5.61], [1998.0, 1998.0, 8.57, 1.7, 0.0, 0.0, 0.0, 8.57, 8.57], [1999.0, 1999.0, 20.44, 4.5, 0.0, 0.0, 0.0, 20.44, 20.44], [2000.0, 2000.0, 9.89, 1.6, 0.0, 0.0, 0.0, 9.89, 9.89], [2001.0, 2001.0, 18.68, 1.5, 0.0, 0.0, 0.0, 18.68, 18.68], [2002.0, 2002.0, 13.41, 3.2, 0.0, 0.0, 0.0, 13.41, 13.41], [2003.0, 2003.0, 7.69, 3.0, 0.0, 0.0, 0.0, 7.69, 7.69], [2004.0, 2004.0, 8.79, 3.0, 0.0, 0.0, 0.0, 8.79, 8.79], [2005.0, 2005.0, 1.65, 1.0, 0.0, 0.0, 0.0, 1.65, 1.65], [2006.0, 2006.0, 26.38, 10.0, 0.0, 0.0, 0.0, 26.38, 26.38], [2007.0, 2007.0, 7.69, 2.0, 0.0, 0.0, 0.0, 7.69, 7.69], [2008.0, 2008.0, 19.78, 10.0, 0.0, 0.0, 0.0, 19.78, 19.78], [2009.0, 2009.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2010.0, 2010.0, 18.68, 13.0, 0.0, 0.0, 0.0, 18.68, 18.68], [2011.0, 2011.0, 24.95, 20.7, 0.0, 0.0, 0.0, 24.95, 24.95], [2012.0, 2012.0, 28.57, 10.0, 0.0, 0.0, 0.0, 28.57, 28.57], [2013.0, 2013.0, 9.23, 1.5, 0.0, 0.0, 0.0, 9.23, 9.23], [2014.0, 2014.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2015.0, 2015.0, 21.65, 6.2, 0.0, 0.0, 0.0, 21.65, 21.65], [2016.0, 2016.0, 3.3, 2.0, 0.0, 0.0, 0.0, 3.3, 3.3], [2017.0, 2017.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2018.0, 2018.0, 24.4, 3.9, 0.0, 0.0, 0.0, 24.4, 24.4], [2019.0, 2019.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2020.0, 2020.0, 3.3, 1.0, 0.0, 0.0, 0.0, 3.3, 3.3], [2021.0, 2021.0, 12.86, 2.7, 0.0, 0.0, 0.0, 12.86, 12.86], [2022.0, 2022.0, 11.87, 3.0, 0.0, 0.0, 0.0, 11.87, 11.87], [2023.0, 2023.0, 2.2, 1.5, 0.0, 0.0, 0.0, 2.2, 2.2], [2024.0, 2024.0, 3.19, 1.2, 0.0, 0.0, 0.0, 3.19, 3.19], [2025.0, 2025.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2026.0, 2026.0, 9.89, 8.0, 0.0, 0.0, 0.0, 9.89, 9.89], [2027.0, 2027.0, 28.57, 2.0, 0.0, 0.0, 0.0, 28.57, 28.57], [2028.0, 2028.0, 16.71, 4.5, 0.0, 0.0, 0.0, 16.71, 16.71], [2029.0, 2029.0, 4.95, 0.8, 0.0, 0.0, 0.0, 4.95, 4.95], [2030.0, 2030.0, 3.85, 0.5, 0.0, 0.0, 0.0, 3.85, 3.85], [2031.0, 2031.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2032.0, 2032.0, 16.92, 3.5, 0.0, 0.0, 0.0, 16.92, 16.92], [2033.0, 2033.0, 18.25, 1.6, 0.0, 0.0, 0.0, 18.25, 18.25], [2034.0, 2034.0, 11.65, 2.7, 0.0, 0.0, 0.0, 11.65, 11.65], [2035.0, 2035.0, 7.69, 1.0, 0.0, 0.0, 0.0, 7.69, 7.69], [2036.0, 2036.0, 8.13, 0.5, 0.0, 0.0, 0.0, 8.13, 8.13], [2037.0, 2037.0, 6.16, 0.0, 0.0, 0.0, 0.0, 6.16, 6.16], [2038.0, 2038.0, 14.4, 3.5, 0.0, 0.0, 0.0, 14.4, 14.4], [2039.0, 2039.0, 10.88, 1.0, 0.0, 0.0, 0.0, 10.88, 10.88], [2040.0, 2040.0, 14.4, 2.3, 0.0, 0.0, 0.0, 14.4, 14.4], [2041.0, 2041.0, 8.67, 1.5, 0.0, 0.0, 0.0, 8.67, 8.67], [2042.0, 2042.0, 7.25, 1.5, 0.0, 0.0, 0.0, 7.25, 7.25], [2043.0, 2043.0, 23.19, 10.4, 0.0, 0.0, 0.0, 23.19, 23.19], [2044.0, 2044.0, 12.19, 1.7, 0.0, 0.0, 0.0, 12.19, 12.19], [2045.0, 2045.0, 8.46, 1.3, 0.0, 0.0, 0.0, 8.46, 8.46], [2046.0, 2046.0, 12.53, 4.1, 0.0, 0.0, 0.0, 12.53, 12.53], [2047.0, 2047.0, 21.53, 2.5, 0.0, 0.0, 0.0, 21.53, 21.53], [2048.0, 2048.0, 16.92, 6.7, 0.0, 0.0, 0.0, 16.92, 16.92], [2049.0, 2049.0, 6.81, 1.4, 0.0, 0.0, 0.0, 6.81, 6.81], [2050.0, 2050.0, 14.73, 2.2, 0.0, 0.0, 0.0, 14.73, 14.73], [2051.0, 2051.0, 19.68, 2.5, 0.0, 0.0, 0.0, 19.68, 19.68], [2052.0, 2052.0, 12.97, 2.8, 0.0, 0.0, 0.0, 12.97, 12.97], [2053.0, 2053.0, 14.73, 3.9, 0.0, 0.0, 0.0, 14.73, 14.73], [2054.0, 2054.0, 11.65, 3.2, 0.0, 0.0, 0.0, 11.65, 11.65], [2055.0, 2055.0, 16.49, 2.0, 0.0, 0.0, 0.0, 16.49, 16.49], [2056.0, 2056.0, 9.89, 1.4, 0.0, 0.0, 0.0, 9.89, 9.89], [2057.0, 2057.0, 17.47, 4.2, 0.0, 0.0, 0.0, 17.47, 17.47], [2058.0, 2058.0, 15.71, 3.2, 0.0, 0.0, 0.0, 15.71, 15.71], [2059.0, 2059.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2060.0, 2060.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2061.0, 2061.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2062.0, 2062.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2063.0, 2063.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2064.0, 2064.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2065.0, 2065.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2066.0, 2066.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2067.0, 2067.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2068.0, 2068.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2069.0, 2069.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2070.0, 2070.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2071.0, 2071.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2072.0, 2072.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2073.0, 2073.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2074.0, 2074.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2075.0, 2075.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2076.0, 2076.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2077.0, 2077.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2078.0, 2078.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2079.0, 2079.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2080.0, 2080.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2081.0, 2081.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2082.0, 2082.0, 7.79, 1.4, 0.0, 0.0, 0.0, 7.79, 7.79], [2083.0, 2083.0, 4.29, -1.0, 0.0, 0.0, 0.0, 4.29, 4.29], [2084.0, 2084.0, 1.98, 0.5, 0.0, 0.0, 0.0, 1.98, 1.98], [2085.0, 2085.0, 16.82, 4.1, 0.0, 0.0, 0.0, 16.82, 16.82], [2086.0, 2086.0, 9.23, 3.4, 0.0, 0.0, 0.0, 9.23, 9.23], [2087.0, 2087.0, 39.78, 13.4, 0.0, 0.0, 0.0, 39.78, 39.78], [2088.0, 2088.0, 12.09, 2.5, 0.0, 0.0, 0.0, 12.09, 12.09], [2089.0, 2089.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2090.0, 2090.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2091.0, 2091.0, 14.29, 2.5, 0.0, 0.0, 0.0, 14.29, 14.29], [2092.0, 2092.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2093.0, 2093.0, 11.87, 3.0, 0.0, 0.0, 0.0, 11.87, 11.87], [2094.0, 2094.0, 9.67, 3.4, 0.0, 0.0, 0.0, 9.67, 9.67], [2095.0, 2095.0, 23.07, 5.3, 0.0, 0.0, 0.0, 23.07, 23.07], [2096.0, 2096.0, 43.29, 15.8, 0.0, 0.0, 0.0, 43.29, 43.29], [2097.0, 2097.0, 9.01, 1.8, 0.0, 0.0, 0.0, 9.01, 9.01], [2098.0, 2098.0, 17.92, 5.7, 0.0, 0.0, 0.0, 17.92, 17.92], [2099.0, 2099.0, 24.17, 6.3, 0.0, 0.0, 0.0, 24.17, 24.17], [2100.0, 2100.0, 16.49, 2.5, 0.0, 0.0, 0.0, 16.49, 16.49], [2101.0, 2101.0, 5.5, 1.9, 0.0, 0.0, 0.0, 5.5, 5.5], [2102.0, 2102.0, 5.5, 1.7, 0.0, 0.0, 0.0, 5.5, 5.5], [2103.0, 2103.0, 7.69, 1.0, 0.0, 0.0, 0.0, 7.69, 7.69], [2104.0, 2104.0, 18.35, 4.4, 0.0, 0.0, 0.0, 18.35, 18.35], [2105.0, 2105.0, 5.39, 1.5, 0.0, 0.0, 0.0, 5.39, 5.39], [2106.0, 2106.0, 12.64, 3.6, 0.0, 0.0, 0.0, 12.64, 12.64], [2107.0, 2107.0, 12.64, 1.4, 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0.0, 6.0, 6.0], [2302.0, 2302.0, 1.0, 0.5, 0.0, 0.0, 0.0, 1.0, 1.0], [2303.0, 2303.0, 23.58, 6.8, 0.0, 0.0, 0.0, 23.58, 23.58], [2304.0, 2304.0, 11.59, 3.2, 0.0, 0.0, 0.0, 11.59, 11.59], [2305.0, 2305.0, 3.5, 1.3, 0.0, 0.0, 0.0, 3.5, 3.5], [2306.0, 2306.0, 23.98, 7.0, 0.0, 0.0, 0.0, 23.98, 23.98], [2307.0, 2307.0, 11.79, 3.4, 0.0, 0.0, 0.0, 11.79, 11.79], [2308.0, 2308.0, 18.89, 4.1, 0.0, 0.0, 0.0, 18.89, 18.89], [2309.0, 2309.0, 8.29, 3.2, 0.0, 0.0, 0.0, 8.29, 8.29], [2310.0, 2310.0, 21.98, 9.0, 0.0, 0.0, 0.0, 21.98, 21.98], [2311.0, 2311.0, 8.49, 2.0, 0.0, 0.0, 0.0, 8.49, 8.49], [2312.0, 2312.0, 26.98, 3.6, 0.0, 0.0, 0.0, 26.98, 26.98], [2313.0, 2313.0, 15.89, 3.6, 0.0, 0.0, 0.0, 15.89, 15.89], [2314.0, 2314.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2315.0, 2315.0, 13.19, 2.4, 0.0, 0.0, 0.0, 13.19, 13.19], [2316.0, 2316.0, 9.49, 3.0, 0.0, 0.0, 0.0, 9.49, 9.49], [2317.0, 2317.0, 21.98, 2.0, 0.0, 0.0, 0.0, 21.98, 21.98], [2318.0, 2318.0, 5.7, 1.2, 0.0, 0.0, 0.0, 5.7, 5.7], [2319.0, 2319.0, 3.5, 0.0, 0.0, 0.0, 0.0, 3.5, 3.5], [2320.0, 2320.0, 8.99, 2.3, 0.0, 0.0, 0.0, 8.99, 8.99], [2321.0, 2321.0, 8.99, 0.4, 0.0, 0.0, 0.0, 8.99, 8.99], [2322.0, 2322.0, 8.99, 0.5, 0.0, 0.0, 0.0, 8.99, 8.99], [2323.0, 2323.0, 24.98, 3.0, 0.0, 0.0, 0.0, 24.98, 24.98], [2324.0, 2324.0, 8.49, 4.3, 0.0, 0.0, 0.0, 8.49, 8.49], [2325.0, 2325.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2326.0, 2326.0, 24.68, 5.0, 0.0, 0.0, 0.0, 24.68, 24.68], [2327.0, 2327.0, 0.5, 0.2, 0.0, 0.0, 0.0, 0.5, 0.5], [2328.0, 2328.0, 29.98, 4.8, 0.0, 0.0, 0.0, 29.98, 29.98], [2329.0, 2329.0, 11.99, 2.0, 0.0, 0.0, 0.0, 11.99, 11.99], [2330.0, 2330.0, 0.4, 0.1, 0.0, 0.0, 0.0, 0.4, 0.4], [2331.0, 2331.0, 20.98, 3.0, 0.0, 0.0, 0.0, 20.98, 20.98], [2332.0, 2332.0, 4.8, 1.0, 0.0, 0.0, 0.0, 4.8, 4.8], [2333.0, 2333.0, 5.3, 1.0, 0.0, 0.0, 0.0, 5.3, 5.3], [2334.0, 2334.0, 7.99, 2.4, 0.0, 0.0, 0.0, 7.99, 7.99], [2335.0, 2335.0, 6.5, 3.0, 0.0, 0.0, 0.0, 6.5, 6.5], [2336.0, 2336.0, 68.93, 43.0, 0.0, 0.0, 0.0, 68.93, 68.93], [2337.0, 2337.0, 6.5, 2.5, 0.0, 0.0, 0.0, 6.5, 6.5], [2338.0, 2338.0, 22.98, 4.6, 0.0, 0.0, 0.0, 22.98, 22.98], [2339.0, 2339.0, 34.97, 6.5, 0.0, 0.0, 0.0, 34.97, 34.97], [2340.0, 2340.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2341.0, 2341.0, 5.1, 1.2, 0.0, 0.0, 0.0, 5.1, 5.1], [2342.0, 2342.0, 15.49, 5.2, 0.0, 0.0, 0.0, 15.49, 15.49], [2343.0, 2343.0, 23.58, 7.1, 0.0, 0.0, 0.0, 23.58, 23.58], [2344.0, 2344.0, 12.09, 0.0, 0.0, 0.0, 0.0, 12.09, 12.09], [2345.0, 2345.0, 17.49, 4.9, 0.0, 0.0, 0.0, 17.49, 17.49], [2346.0, 2346.0, 9.99, 2.7, 0.0, 0.0, 0.0, 9.99, 9.99], [2347.0, 2347.0, 18.19, 5.3, 0.0, 0.0, 0.0, 18.19, 18.19], [2348.0, 2348.0, 12.49, 3.8, 0.0, 0.0, 0.0, 12.49, 12.49], [2349.0, 2349.0, 8.29, 3.9, 0.0, 0.0, 0.0, 8.29, 8.29], [2350.0, 2350.0, 11.99, 1.0, 0.0, 0.0, 0.0, 11.99, 11.99], [2351.0, 2351.0, 8.79, 0.0, 0.0, 0.0, 0.0, 8.79, 8.79], [2352.0, 2352.0, 18.49, 6.2, 0.0, 0.0, 0.0, 18.49, 18.49], [2353.0, 2353.0, 21.98, 4.6, 0.0, 0.0, 0.0, 21.98, 21.98], [2354.0, 2354.0, 19.59, 4.4, 0.0, 0.0, 0.0, 19.59, 19.59], [2355.0, 2355.0, 8.99, 0.3, 0.0, 0.0, 0.0, 8.99, 8.99], [2356.0, 2356.0, 19.19, 4.3, 0.0, 0.0, 0.0, 19.19, 19.19], [2357.0, 2357.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2358.0, 2358.0, 4.1, 2.0, 0.0, 0.0, 0.0, 4.1, 4.1], [2359.0, 2359.0, 12.49, 4.5, 0.0, 0.0, 0.0, 12.49, 12.49], [2360.0, 2360.0, 22.78, 7.9, 0.0, 0.0, 0.0, 22.78, 22.78], [2361.0, 2361.0, 18.59, 5.7, 0.0, 0.0, 0.0, 18.59, 18.59], [2362.0, 2362.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2363.0, 2363.0, 23.38, 5.9, 0.0, 0.0, 0.0, 23.38, 23.38], [2364.0, 2364.0, 6.5, 0.5, 0.0, 0.0, 0.0, 6.5, 6.5], [2365.0, 2365.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2366.0, 2366.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2367.0, 2367.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2368.0, 2368.0, 32.98, 6.0, 0.0, 0.0, 0.0, 32.98, 32.98], [2369.0, 2369.0, 2.0, 1.0, 0.0, 0.0, 0.0, 2.0, 2.0], [2370.0, 2370.0, 11.49, 2.7, 0.0, 0.0, 0.0, 11.49, 11.49], [2371.0, 2371.0, 12.99, 3.3, 0.0, 0.0, 0.0, 12.99, 12.99], [2372.0, 2372.0, 49.95, 13.0, 0.0, 0.0, 0.0, 49.95, 49.95], [2373.0, 2373.0, 39.97, 13.0, 0.0, 0.0, 0.0, 39.97, 39.97], [2374.0, 2374.0, 9.59, 1.2, 0.0, 0.0, 0.0, 9.59, 9.59], [2375.0, 2375.0, 10.99, 5.0, 0.0, 0.0, 0.0, 10.99, 10.99], [2376.0, 2376.0, 21.98, 4.8, 0.0, 0.0, 0.0, 21.98, 21.98], [2377.0, 2377.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2378.0, 2378.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2379.0, 2379.0, 12.99, 6.5, 0.0, 0.0, 0.0, 12.99, 12.99], [2380.0, 2380.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2381.0, 2381.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2382.0, 2382.0, 3.0, 0.4, 0.0, 0.0, 0.0, 3.0, 3.0], [2383.0, 2383.0, 50.0, 20.0, 0.0, 0.0, 0.0, 50.0, 50.0]]) self.real_params = True super().__init__(*args, **kwargs)