Optimal reconfiguration of electrical distribution network using the refined genetic algorithm

被引:333
作者
Zhu, JZ [1 ]
机构
[1] Alstom ESCA Corp, Bellevue, WA 98004 USA
关键词
optimization; artificial intelligence; genetic algorithms; distribution systems; network reconfiguration;
D O I
10.1016/S0378-7796(02)00041-X
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 ; 0809 ;
摘要
This paper proposes an improved method to study distribution network reconfiguration (DNRC) based on a refined genetic algorithm (GA). The DNRC model, in which the objective is to minimize the system power loss, is set up. In order to get the precise branch current and system power loss, a radiation distribution network load flow (RDNLF) method is presented in the study. The refined genetic algorithm is also set up, in which some improvements are made on chromosome coding, fitness function and mutation pattern. As a result, premature convergence is avoided. The proposed approach is tested on 16-bus and 33-bus distribution networks. Study results are given in the paper. (C) 2002 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:37 / 42
页数:6
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