Table 3 Numerical results of EPLS optimization in 33-bus distribution network (scenario#2).
Item/value | Base network | IFHO | FHO | PSO | GWO | MRFO | AEFA |
---|---|---|---|---|---|---|---|
EPLs size/@Location (bus) | – | 310/@8 233/@14 360/@24 280/@31 | 126/@7 250/@24 197/@29 328/@31 | 184/@7 267/@21 295/@24 442/@29 | 253/@14 139/@21 131/@29 202/@31 333/@32 | 218/@7 244/@14 172/@21 252/@24 233/@32 | 177/@8 196/@14 235/@21 163/@31 284/@32 |
Cost of losses ($) | 53,144 | 39,284 | 39,765 | 39,479 | 39,521 | 39,573 | 39,591 |
Voltage deviation (p.u) | 0.0176 | 0.0152 | 0.0153 | 0.0152 | 0.0148 | 0.0152 | 0.0153 |
Cost of ENS ($) | 1,188,585 | 341,593 | 343,155 | 341,980 | 342,171 | 342,368 | 342,450 |
Cost of grid ($) | 1,694,846 | 1,023,986 | 1,030,098 | 1,026,440 | 1,027,025 | 1,027,649 | 1,027,901 |
Cost of EPLS ($) | – | 1,230,986 | 1,276,098 | 1,248,440 | 1,254,025 | 1,258,649 | 1,263,901 |
OF | 1 | 0.7532 | 0.7577 | 0.7550 | 0.7555 | 0.7559 | 0.7561 |