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:37
期号:1
页码:060-069
出版社:Journal of Theoretical and Applied
摘要:This paper proposes a novel particle swarm optimization algorithm for Multi-Objective reconfiguration of distribution system named Multi-Objective Fitness Distance Ratio Particle Swarm Optimization Algorithm (MOFDR-PSOA) for minimization of power loss, voltage drop and to maintain better thermal limits of feeders with respect to their loading capabilities. 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 MOFDR-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 32 bus standard test systems.
关键词:MOFDR-PSO; Reconfiguration; Distribution Systems; Power loss