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27bea43 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 | 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)
|