cooperative co-evolution;
differential evolution (DE);
optimal reactive power flow (ORPF);
parallel computing;
power system decomposition;
D O I:
10.1109/TPWRS.2006.887889
中图分类号:
TM [电工技术];
TN [电子技术、通信技术];
学科分类号:
0808 [电气工程];
0809 [电子科学与技术];
摘要:
Differential evolution (DE) is a promising evolutionary algorithm for solving optimal reactive power now problems, but it requires relatively large population to avoid premature convergence. In order to overcome this disadvantage, a novel decomposition and coordination method based on the cooperative co-evolutionary architecture and the voltage-var sensitivity-based power system decomposition technique is proposed and incorporated with DE in this paper. It is implemented with a three-level parallel computing topology on a PC-cluster. Based on the IEEE 118-bus system test case, the effectiveness of the proposed method has been verified by comparison with the parallel basic DE not using the decomposition and coordination technique.