期刊名称:Journal of Theoretical and Applied Information Technology
印刷版ISSN:1992-8645
电子版ISSN:1817-3195
出版年度:2012
卷号:36
期号:2
页码:174-181
出版社:Journal of Theoretical and Applied
摘要:This paper proposes a novel particle swarm optimization algorithm for reconfiguration of distribution system named Fitness Distance Ratio Particle Swarm Optimization Algorithm (FDR-PSOA) to reduce the power loss of the system. In Conventional PSO all the solutions damps towards local pbest and thoroughly ignore other pbest points due to the convergence criteria and targets mainly on local optima than global optima. The proposed FDR-PSOA in contrast, considers local pbest points as well as neighbouring pbest values before arriving to gbest. This method thoroughly avoids premature convergence as well as convergence towards global optima. The effectiveness of the proposed method is demonstrated through IEEE 16 and 33 bus standard test systems.
关键词:FDR-PSO; Reconfiguration; Distribution Systems; Power loss