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Table 8 Compared network’s power losses when EVCSs and PVs are placed using PSO, GA, and hybrid GA–PSO

From: Artificial intelligence-based optimal EVCS integration with stochastically sized and distributed PVs in an RDNS segmented in zones

Base case

Total power losses under different executions

P (kW): 210.9876

PSO

GA

GA–PSO

Q (kVar): 143.1284

P (kW)

Q (kVar)

P (kW)

Q (kVar)

P (kW)

Q (kVar)

Execution-1

242.8084

162.5749

252.9438

174.4537

207.7332

136.2307

Execution-2

208.1206

136.4967

200.2578

131.1239

192.4145

125.3715

Execution-3

241.8629

165.9052

221.7523

144.6374

216.4107

142.2413

Execution-4

225.2834

153.7716

269.4463

183.6445

216.7633

141.4762

Minimum losses

208.1206

136.4967

200.2578

131.1239

192.4145

125.3715