from powerzoo.case.CaseBase import ClearCase, DataFrame class Case123(ClearCase): GRID_TYPE = "distribution" BUS_COUNT = 123 PHASE = "3" VOLTAGE_LEVEL = "MV" SOURCE = "MATPOWER" DESCRIPTION = "IEEE 123-bus three-phase distribution" def __init__(self, *args, **kwargs): # System base values self.baseMVA = 10 self.baseKV = 4.16 # Node (bus) data self.nodes = DataFrame( ['id', 'type', 'Pd_A', 'Qd_A', 'Pd_B', 'Qd_B', 'Pd_C', 'Qd_C', 'Gs', 'Bs', 'Vm', 'Va', 'baseKV', 'Vmax', 'Vmin'], [[1, 3, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.0, 1.0], [2, 1, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [3, 1, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [4, 1, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [5, 1, 0.0, 0.0, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [6, 1, 0.0, 0.0, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [7, 1, 0.0, 0.0, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [8, 1, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [9, 1, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [10, 1, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [11, 1, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [12, 1, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [13, 1, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [14, 1, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [15, 1, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [16, 1, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [17, 1, 0.0, 0.0, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [18, 1, 0.0, 0.0, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [19, 1, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [20, 1, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [21, 1, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [22, 1, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [23, 1, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [24, 1, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [25, 1, 0.0, 0.0, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [26, 1, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [27, 1, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [28, 1, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [29, 1, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [30, 1, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [31, 1, 0.0, 0.0, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [32, 1, 0.0, 0.0, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [33, 1, 0.0, 0.0, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [34, 1, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [35, 1, 0.0, 0.0, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [36, 1, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [37, 1, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [38, 1, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [39, 1, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [40, 1, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [41, 1, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [42, 1, 0.0, 0.0, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [43, 1, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [44, 1, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [45, 1, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [46, 1, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [47, 1, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [48, 1, 0.0035, 0.0025, 0.0035, 0.0025, 0.0035, 0.0025, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [49, 1, 0.007, 0.005, 0.007, 0.005, 0.007, 0.005, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [50, 1, 0.0035, 0.0025, 0.007, 0.005, 0.0035, 0.002, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [51, 1, 0.0, 0.0, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [52, 1, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [53, 1, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [54, 1, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [55, 1, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [56, 1, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [57, 1, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [58, 1, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [59, 1, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [60, 1, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [61, 1, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [62, 1, 0.0, 0.0, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [63, 1, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [64, 1, 0.0, 0.0, 0.0075, 0.0035, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [65, 1, 0.0035, 0.0025, 0.0035, 0.0025, 0.007, 0.005, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [66, 1, 0.0, 0.0, 0.0, 0.0, 0.0075, 0.0035, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [67, 1, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [68, 1, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [69, 1, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [70, 1, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [71, 1, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [72, 1, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [73, 1, 0.0, 0.0, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [74, 1, 0.0, 0.0, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [75, 1, 0.0, 0.0, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [76, 1, 0.0105, 0.008, 0.007, 0.005, 0.007, 0.005, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [77, 1, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [78, 1, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [79, 1, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [80, 1, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [81, 1, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [82, 1, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [83, 1, 0.0, 0.0, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [84, 1, 0.0, 0.0, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [85, 1, 0.0, 0.0, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [86, 1, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [87, 1, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [88, 1, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [89, 1, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [90, 1, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [91, 1, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [92, 1, 0.0, 0.0, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [93, 1, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [94, 1, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [95, 1, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [96, 1, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [97, 1, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [98, 1, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [99, 1, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [100, 1, 0.0, 0.0, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [101, 1, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [102, 1, 0.0, 0.0, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [103, 1, 0.0, 0.0, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [104, 1, 0.0, 0.0, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [105, 1, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [106, 1, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [107, 1, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [108, 1, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [109, 1, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [110, 1, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [111, 1, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [112, 1, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [113, 1, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8], [114, 1, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.16, 1.2, 0.8]]) # 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, 114, 0.0, 0.0, 200.0, -200.0, 1.0, 1.0, 1, 200.0, -200.0, 0.0, 0.0, 0.0, 200.0, -200.0]]) # Line (branch) data self.lines = DataFrame( ['id', 'from', 'to', 'config_name', 'length', 'type', 'rateA', 'ratio', 'angle', 'status', 'floor', 'cap'], [[1, 1, 2, 1, 0.075758, 'ABCN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [2, 2, 3, 10, 0.033144, 'BN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [3, 2, 4, 11, 0.047348, 'CN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [4, 4, 5, 11, 0.037879, 'CN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [5, 4, 6, 11, 0.061553, 'CN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [6, 6, 7, 11, 0.047348, 'CN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [7, 2, 8, 1, 0.056818, 'ABCN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [8, 8, 9, 1, 0.037879, 'ABCN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [9, 9, 10, 9, 0.042614, 'AN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [10, 15, 11, 9, 0.047348, 'AN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [11, 15, 12, 9, 0.047348, 'AN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [12, 9, 13, 10, 0.042614, 'BN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [13, 9, 14, 1, 0.056818, 'ABCN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [14, 10, 15, 9, 0.080492, 'AN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [15, 35, 16, 11, 0.018939, 'CN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [16, 16, 17, 11, 0.071023, 'CN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [17, 16, 18, 11, 0.066288, 'CN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [18, 14, 19, 2, 0.15625, 'CABN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [19, 19, 20, 9, 0.047348, 'AN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [20, 20, 21, 9, 0.061553, 'AN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [21, 19, 22, 2, 0.056818, 'CABN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [22, 22, 23, 10, 0.099432, 'BN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [23, 22, 24, 2, 0.047348, 'CABN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [24, 24, 25, 11, 0.104167, 'CN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [25, 24, 26, 2, 0.052083, 'CABN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [26, 26, 27, 7, 0.066288, 'ACN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [27, 27, 28, 7, 0.052083, 'ACN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [28, 26, 29, 2, 0.037879, 'CABN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [29, 29, 30, 2, 0.056818, 'CABN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [30, 30, 31, 2, 0.066288, 'CABN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [31, 27, 32, 11, 0.042614, 'CN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [32, 32, 33, 11, 0.056818, 'CN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [33, 28, 34, 9, 0.094697, 'AN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [34, 14, 35, 11, 0.028409, 'CN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [35, 19, 36, 4, 0.071023, 'CBAN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [36, 36, 37, 8, 0.123106, 'ABN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [37, 37, 38, 9, 0.056818, 'AN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [38, 37, 39, 10, 0.047348, 'BN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [39, 39, 40, 10, 0.061553, 'BN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [40, 36, 41, 1, 0.047348, 'ABCN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [41, 41, 42, 11, 0.061553, 'CN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [42, 41, 43, 1, 0.047348, 'ABCN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [43, 43, 44, 10, 0.094697, 'BN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [44, 43, 45, 1, 0.037879, 'ABCN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [45, 45, 46, 9, 0.037879, 'AN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [46, 46, 47, 9, 0.056818, 'AN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [47, 45, 48, 1, 0.047348, 'ABCN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [48, 48, 49, 4, 0.028409, 'CBAN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [49, 48, 50, 4, 0.047348, 'CBAN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [50, 50, 51, 4, 0.047348, 'CBAN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [51, 51, 52, 4, 0.047348, 'CBAN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [52, 14, 53, 1, 0.075758, 'ABCN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [53, 53, 54, 1, 0.037879, 'ABCN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [54, 54, 55, 1, 0.023674, 'ABCN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [55, 55, 56, 1, 0.052083, 'ABCN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [56, 56, 57, 1, 0.052083, 'ABCN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [57, 55, 58, 3, 0.066288, 'BCAN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [58, 58, 59, 10, 0.047348, 'BN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [59, 59, 60, 10, 0.047348, 'BN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [60, 58, 61, 3, 0.142045, 'BCAN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [61, 61, 62, 12, 0.047348, 'nan', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [62, 62, 63, 12, 0.033144, 'nan', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [63, 63, 64, 12, 0.066288, 'nan', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [64, 64, 65, 12, 0.080492, 'nan', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [65, 65, 66, 12, 0.061553, 'nan', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [66, 61, 67, 6, 0.066288, 'ACBN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [67, 67, 68, 9, 0.037879, 'AN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [68, 68, 69, 9, 0.052083, 'AN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [69, 69, 70, 9, 0.061553, 'AN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [70, 70, 71, 9, 0.052083, 'AN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [71, 67, 72, 3, 0.052083, 'BCAN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [72, 72, 73, 11, 0.052083, 'CN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [73, 73, 74, 11, 0.066288, 'CN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [74, 74, 75, 11, 0.075758, 'CN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [75, 72, 76, 3, 0.037879, 'BCAN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [76, 76, 77, 6, 0.075758, 'ACBN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [77, 77, 78, 6, 0.018939, 'ACBN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [78, 78, 79, 6, 0.042614, 'ACBN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [79, 78, 80, 6, 0.089962, 'ACBN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [80, 80, 81, 6, 0.089962, 'ACBN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [81, 81, 82, 6, 0.047348, 'ACBN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [82, 82, 83, 6, 0.047348, 'ACBN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [83, 81, 84, 11, 0.127841, 'CN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [84, 84, 85, 11, 0.089962, 'CN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [85, 76, 86, 3, 0.132576, 'BCAN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [86, 86, 87, 6, 0.085227, 'ACBN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [87, 87, 88, 9, 0.033144, 'AN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [88, 87, 89, 6, 0.052083, 'ACBN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [89, 89, 90, 10, 0.042614, 'BN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [90, 89, 91, 6, 0.042614, 'ACBN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [91, 91, 92, 11, 0.056818, 'CN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [92, 91, 93, 6, 0.042614, 'ACBN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [93, 93, 94, 9, 0.052083, 'AN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [94, 93, 95, 6, 0.056818, 'ACBN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [95, 95, 96, 10, 0.037879, 'BN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [96, 67, 97, 3, 0.047348, 'BCAN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [97, 97, 98, 3, 0.052083, 'BCAN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [98, 98, 99, 3, 0.104167, 'BCAN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [99, 99, 100, 3, 0.056818, 'BCAN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [100, 97, 101, 3, 0.047348, 'BCAN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [101, 101, 102, 11, 0.042614, 'CN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [102, 102, 103, 11, 0.061553, 'CN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [103, 103, 104, 11, 0.132576, 'CN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [104, 101, 105, 3, 0.052083, 'BCAN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [105, 105, 106, 10, 0.042614, 'BN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [106, 106, 107, 10, 0.108902, 'BN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [107, 105, 108, 3, 0.061553, 'BCAN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [108, 108, 109, 9, 0.085227, 'AN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [109, 109, 110, 9, 0.056818, 'AN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [110, 110, 111, 9, 0.108902, 'AN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [111, 110, 112, 9, 0.023674, 'AN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [112, 112, 113, 9, 0.099432, 'AN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0], [113, 113, 114, 9, 0.061553, 'AN', 0.0, 0.0, 0.0, 1.0, 0.0, 0.0]]) # Line configuration data (Z in ohms per mile, B in micro Siemens per mile) self.line_config = DataFrame( ['id', 'Z11', 'Z12', 'Z13', 'Z21', 'Z22', 'Z23', 'Z31', 'Z32', 'Z33', 'B11', 'B12', 'B13', 'B21', 'B22', 'B23', 'B31', 'B32', 'B33'], [[1, (0.4576+1.078j), (0.156+0.5017j), (0.1535+0.3849j), (0.156+0.5017j), (0.4666+1.0482j), (0.158+0.4236j), (0.1535+0.3849j), (0.158+0.4236j), (0.4615+1.0651j), 5.6765, -1.8319, -0.6982, -1.8319, 5.9809, -1.1645, -0.6982, -1.1645, 5.3971], [2, (0.4666+1.0482j), (0.158+0.4236j), (0.156+0.5017j), (0.158+0.4236j), (0.4615+1.0651j), (0.1535+0.3849j), (0.156+0.5017j), (0.1535+0.3849j), (0.4576+1.078j), 5.9809, -1.1645, -1.8319, -1.1645, 5.3971, -0.6982, -1.8319, -0.6982, 5.6765], [3, (0.4615+1.0651j), (0.1535+0.3849j), (0.158+0.4236j), (0.1535+0.3849j), (0.4576+1.078j), (0.156+0.5017j), (0.158+0.4236j), (0.156+0.5017j), (0.4666+1.0482j), 5.3971, -0.6982, -1.1645, -0.6982, 5.6765, -1.8319, -1.1645, -1.8319, 5.9809], [4, (0.4615+1.0651j), (0.158+0.4236j), (0.1535+0.3849j), (0.158+0.4236j), (0.4666+1.0482j), (0.156+0.5017j), (0.1535+0.3849j), (0.156+0.5017j), (0.4576+1.078j), 5.3971, -1.1645, -0.6982, -1.1645, 5.9809, -1.8319, -0.6982, -1.8319, 5.6765], [5, (0.4666+1.0482j), (0.156+0.5017j), (0.158+0.4236j), (0.156+0.5017j), (0.4576+1.078j), (0.1535+0.3849j), (0.158+0.4236j), (0.1535+0.3849j), (0.4615+1.0651j), 5.9809, -1.8319, -1.1645, -1.8319, 5.6765, -0.6982, -1.1645, -0.6982, 5.3971], [6, (0.4576+1.078j), (0.1535+0.3849j), (0.156+0.5017j), (0.1535+0.3849j), (0.4615+1.0651j), (0.158+0.4236j), (0.156+0.5017j), (0.158+0.4236j), (0.4666+1.0482j), 5.6765, -0.6982, -1.8319, -0.6982, 5.3971, -1.1645, -1.8319, -1.1645, 5.9809], [7, (0.4576+1.078j), 0j, (0.1535+0.3849j), 0j, 0j, 0j, (0.1535+0.3849j), 0j, (0.4615+1.0651j), 5.1154, 0.0, -1.0549, 0.0, 0.0, 0.0, -1.0549, 0.0, 5.1704], [8, (0.4576+1.078j), (0.1535+0.3849j), 0j, (0.1535+0.3849j), (0.4615+1.0651j), 0j, 0j, 0j, 0j, 5.1154, -1.0549, 0.0, -1.0549, 5.1704, 0.0, 0.0, 0.0, 0.0], [9, (1.3292+1.3475j), 0j, 0j, 0j, 0j, 0j, 0j, 0j, 0j, 4.5193, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [10, 0j, 0j, 0j, 0j, (1.3292+1.3475j), 0j, 0j, 0j, 0j, 0.0, 0.0, 0.0, 0.0, 4.5193, 0.0, 0.0, 0.0, 0.0], [11, 0j, 0j, 0j, 0j, 0j, 0j, 0j, 0j, (1.3292+1.3475j), 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.5193], [12, (1.5209+0.7521j), (0.5198+0.2775j), (0.4924+0.2157j), (0.5198+0.2775j), (1.5329+0.7162j), (0.5198+0.2775j), (0.4924+0.2157j), (0.5198+0.2775j), (1.5209+0.7521j), 67.2242, 0.0, 0.0, 0.0, 67.2242, 0.0, 0.0, 0.0, 67.2242]]) # Load data self.loads = DataFrame( ['id', 'bus_id', 'Pd_A', 'Qd_A', 'Pd_B', 'Qd_B', 'Pd_C', 'Qd_C', 'mc_a', 'mc_b', 'mc_c', 'd_max', 'd_min'], [[1, 1, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [2, 2, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.004, 0.004], [3, 3, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.002, 0.002], [4, 4, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [5, 5, 0.0, 0.0, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 0.0, 0.004, 0.004], [6, 6, 0.0, 0.0, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 0.0, 0.002, 0.002], [7, 7, 0.0, 0.0, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 0.0, 0.004, 0.004], [8, 8, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.002, 0.002], [9, 9, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [10, 10, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.004, 0.004], [11, 11, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.002, 0.002], [12, 12, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.004, 0.004], [13, 13, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.002, 0.002], [14, 14, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [15, 15, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [16, 16, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [17, 17, 0.0, 0.0, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 0.0, 0.004, 0.004], [18, 18, 0.0, 0.0, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 0.0, 0.002, 0.002], [19, 19, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [20, 20, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.004, 0.004], [21, 21, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.004, 0.004], [22, 22, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [23, 23, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.004, 0.004], [24, 24, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [25, 25, 0.0, 0.0, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 0.0, 0.004, 0.004], [26, 26, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [27, 27, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [28, 28, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [29, 29, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.004, 0.004], [30, 30, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.004, 0.004], [31, 31, 0.0, 0.0, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 0.0, 0.004, 0.004], [32, 32, 0.0, 0.0, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 0.0, 0.002, 0.002], [33, 33, 0.0, 0.0, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 0.0, 0.002, 0.002], [34, 34, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.004, 0.004], [35, 35, 0.0, 0.0, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 0.0, 0.004, 0.004], [36, 36, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.004, 0.004], [37, 37, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [38, 38, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.004, 0.004], [39, 39, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.002, 0.002], [40, 40, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.002, 0.002], [41, 41, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [42, 42, 0.0, 0.0, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 0.0, 0.002, 0.002], [43, 43, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.002, 0.002], [44, 44, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.004, 0.004], [45, 45, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [46, 46, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.002, 0.002], [47, 47, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.002, 0.002], [48, 48, 0.0035, 0.0025, 0.0035, 0.0025, 0.0035, 0.0025, 0.0, 0.0, 0.0, 0.0105, 0.0105], [49, 49, 0.007, 0.005, 0.007, 0.005, 0.007, 0.005, 0.0, 0.0, 0.0, 0.021, 0.021], [50, 50, 0.0035, 0.0025, 0.007, 0.005, 0.0035, 0.002, 0.0, 0.0, 0.0, 0.014, 0.014], [51, 51, 0.0, 0.0, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 0.0, 0.004, 0.004], [52, 52, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.002, 0.002], [53, 53, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.004, 0.004], [54, 54, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.004, 0.004], [55, 55, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [56, 56, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.002, 0.002], [57, 57, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.002, 0.002], [58, 58, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [59, 59, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.002, 0.002], [60, 60, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.002, 0.002], [61, 61, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.002, 0.002], [62, 62, 0.0, 0.0, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 0.0, 0.004, 0.004], [63, 63, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.004, 0.004], [64, 64, 0.0, 0.0, 0.0075, 0.0035, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0075, 0.0075], [65, 65, 0.0035, 0.0025, 0.0035, 0.0025, 0.007, 0.005, 0.0, 0.0, 0.0, 0.014, 0.014], [66, 66, 0.0, 0.0, 0.0, 0.0, 0.0075, 0.0035, 0.0, 0.0, 0.0, 0.0075, 0.0075], [67, 67, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [68, 68, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.002, 0.002], [69, 69, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.004, 0.004], [70, 70, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.002, 0.002], [71, 71, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.004, 0.004], [72, 72, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [73, 73, 0.0, 0.0, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 0.0, 0.004, 0.004], [74, 74, 0.0, 0.0, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 0.0, 0.004, 0.004], [75, 75, 0.0, 0.0, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 0.0, 0.004, 0.004], [76, 76, 0.0105, 0.008, 0.007, 0.005, 0.007, 0.005, 0.0, 0.0, 0.0, 0.0245, 0.0245], [77, 77, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.004, 0.004], [78, 78, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [79, 79, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.004, 0.004], [80, 80, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.004, 0.004], [81, 81, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [82, 82, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.004, 0.004], [83, 83, 0.0, 0.0, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 0.0, 0.002, 0.002], [84, 84, 0.0, 0.0, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 0.0, 0.002, 0.002], [85, 85, 0.0, 0.0, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 0.0, 0.004, 0.004], [86, 86, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.002, 0.002], [87, 87, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.004, 0.004], [88, 88, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.004, 0.004], [89, 89, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [90, 90, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.004, 0.004], [91, 91, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [92, 92, 0.0, 0.0, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 0.0, 0.004, 0.004], [93, 93, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [94, 94, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.004, 0.004], [95, 95, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.002, 0.002], [96, 96, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.002, 0.002], [97, 97, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [98, 98, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.004, 0.004], [99, 99, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.004, 0.004], [100, 100, 0.0, 0.0, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 0.0, 0.004, 0.004], [101, 101, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [102, 102, 0.0, 0.0, 0.0, 0.0, 0.002, 0.001, 0.0, 0.0, 0.0, 0.002, 0.002], [103, 103, 0.0, 0.0, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 0.0, 0.004, 0.004], [104, 104, 0.0, 0.0, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 0.0, 0.004, 0.004], [105, 105, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [106, 106, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.004, 0.004], [107, 107, 0.0, 0.0, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.004, 0.004], [108, 108, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [109, 109, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.004, 0.004], [110, 110, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [111, 111, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.002, 0.002], [112, 112, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.002, 0.002], [113, 113, 0.004, 0.002, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.004, 0.004], [114, 114, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.002, 0.002]]) self.real_params = True super().__init__(*args, **kwargs) if __name__ == '__main__': print("=" * 60) print("Testing IEEE 123-bus System - Graph Connectivity") print("=" * 60) # Create case instance case = Casegrid_IEEE123() # Basic information print(f"\nSystem Information:") print(f" Base MVA: {case.baseMVA}") print(f" Base KV: {case.baseKV}") print(f" Number of nodes: {len(case.nodes)}") print(f" Number of lines: {len(case.lines)}") print(f" Number of units: {len(case.units)}") print(f" Number of loads: {len(case.loads)}") print(f" Number of line configs: {len(case.line_config)}") # Test graph connectivity print(f"\n{'=' * 60}") print("Graph Connectivity Analysis") print("=" * 60) is_connected = case.is_connected_graph() print(f"\nIs the graph connected? {'✓ YES' if is_connected else '✗ NO'}") # Get connected components components = case.get_graph_components() print(f"\nNumber of connected components: {len(components)}") if len(components) == 1: print(f" ✓ All {len(case.nodes)} nodes form a single connected component") else: print(f" ✗ The graph is disconnected with {len(components)} separate components:") for i, component in enumerate(components): print(f" Component {i+1}: {len(component)} nodes") if len(component) <= 10: print(f" Nodes: {sorted(component)}") else: print(f" Nodes: {sorted(component[:5])} ... {sorted(component[-5:])}") # Additional statistics print(f"\n{'=' * 60}") print("Network Statistics") print("=" * 60) active_lines = case.lines[case.lines['status'] == 1] print(f"\nActive lines: {len(active_lines)} / {len(case.lines)}") # Count lines per configuration print(f"\nLines per configuration:") config_counts = case.lines.groupby('config_name').size().sort_index() for config_id, count in config_counts.items(): config_name = int(config_id) print(f" Config {config_name:2d}: {count:3d} lines") # Load statistics total_pd = case.loads['Pd'].sum() total_qd = case.loads['Qd'].sum() print(f"\nTotal system load:") print(f" Active power (P): {total_pd:.4f} p.u. ({total_pd * case.baseMVA:.2f} MW)") print(f" Reactive power (Q): {total_qd:.4f} p.u. ({total_qd * case.baseMVA:.2f} MVar)") print(f"\n{'=' * 60}") print("Test completed successfully!") print("=" * 60)