南方电网技术2011,Vol.5Issue(5):42-46,5.
基于模拟退火免疫算法的配电网重构
Distribution Network Reconfiguration by Simulated Annealing Immune Algorithm
摘要
Abstract
Distribution network reconfiguration is very important to the operation of power systems.In loop encoding way,the distribution network reconfiguration with simulated annealing immune(SAI) algorithm proposed in this paper makes storage of the public switches among loops in advance for individual treatment so that the individual evolution can go on feasibly.Combining the historic and present optimal individuals to construct bacteria dynamically,the proposed algorithm can improve not only the speed of evolution searching but also the individual performance through vaccination.Besides,the population diversity in the algorithm is ensured by the selection operator of Boltamann annealing method to avoid the early maturity of evolution,and at the same time,the high frequency mutation and immune supplement can increase the search capability for the optimal solution.Case study shows that the proposed algorithm is good in convergence.关键词
配电网重构/模拟退火/免疫算法Key words
distribution network reconfiguration/simulated annealing/immune algorithm分类
信息技术与安全科学引用本文复制引用
张凡,张越喜,顾沈卉..基于模拟退火免疫算法的配电网重构[J].南方电网技术,2011,5(5):42-46,5.