Table 10 Summary of results of IEEE 69-bus RDN (Case 5).
Parameters | Base Case | Fuzzy-COLAHA [Proposed] | Fuzzy-AHA [Studied] | Fuzzy-AOA [Studied] | Fuzzy-WOA [Studied] | Fuzzy-GA [Studied] |
---|---|---|---|---|---|---|
Total APL(kW) | 224.96 | 14.97 | 16.93 | 18.37 | 27.35 | 27.14 |
Total RPL(kVAr) | 102.15 | 11.15 | 13.76 | 14.14 | 14.57 | 21.70 |
Tie switch number | 69, 70, 71, 72, 73 | 17, 69, 72, 44, 11 | 45, 7, 14, 52, 12 | 71, 14, 8, 70, 41 | 4, 69, 19, 40, 22 | 56, 16, 39, 45, 22 |
DG location | - | 14, 54, 62 | 23, 69, 63 | 61, 22, 12 | 16, 61, 56 | 8, 67, 62 |
DG size (kW) | - | 765, 839, 1194 | 1267, 712, 1243 | 1247, 1130, 950 | 1234, 1218, 1267 | 1267, 10, 1267 |
DG size (kVAr) | - | 371, 407, 578 | 614, 345, 602 | 604, 547, 460 | 598, 590, 614 | 614, 5, 614 |
SC location | - | 8, 11, 2 | 69, 31, 27 | 39, 68, 16 | 12, 58, 44 | 55, 29, 12 |
SC size (kVAr) | - | 200, 200, 400 | 100, 200, 300 | 200, 200, 200 | 200, 100, 200 | 300, 100, 500 |
EV location | - | 2, 29, 53, 47, 11 | 4, 21, 29, 69, 46 | 53, 25, 23, 60, 11 | 15, 31, 37, 69, 18 | 8, 3, 69, 35, 34 |
Number of EV | - | 38, 20, 13, 14, 20 | 30, 50, 10, 50, 20 | 30, 12, 42, 35, 18 | 50, 39, 11, 35, 39 | 10, 10, 10, 10, 50 |
Real power EV (kW) | - | 247, 130, 84.5, 91, 130 | 195, 325, 65, 325, 130 | 195, 78, 273, 228, 117 | 325, 254, 72, 228, 254 | 65, 65, 65, 65, 325 |
Reactive power EV (kVAr) | - | 120, 63, 41, 44, 63 | 94, 157, 31, 157, 63 | 94, 38, 132, 110, 57 | 157, 123, 35, 110, 123 | 31, 31, 31, 31, 157 |
S/S active power (kW) | 4026.85 | 1701.36 | 1636.52 | 1383.76 | 1241.24 | 1869.44 |
S/S reactive power (kVAr) | 2796.25 | 550.12 | 547.23 | 496.90 | 407.48 | 583.40 |
S/S power factor | 0.8214 | 0.9515 | 0.9484 | 0.9412 | 0.9501 | 0.9546 |
Min. bus voltage (in p.u) | 0.9090 | 0.9915 | 0.9905 | 0.9904 | 0.9876 | 0.9800 |