GENETIC ALGORITHM FOR OPEN-LOOP DISTRIBUTION-SYSTEM DESIGN

被引:31
作者
LEVITIN, G
MAZALTOV, S
ELMAKIS, D
机构
[1] Reliability Department Research, Development Division, Israel Electric Corporation Ltd., Haifa
关键词
GENETIC ALGORITHMS; DISTRIBUTION NETWORK DESIGN; OPEN-LOOP NETWORK CONFIGURATION;
D O I
10.1016/0378-7796(94)00909-N
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
To ensure a given level of reliability of energy supply, distribution networks should be configured in such a way that each load point may be supplied from alternative sources. The method proposed in this paper is aimed at designing such distribution systems with minimal feeder length, energy losses and load imbalance between transformers, subject to voltage drop and capacity constraints. The method is based on the biologically inspired genetic algorithm (GA). Basic GA procedures adapted to the given problem are presented and five versions of the GA are compared. Test results are reported which demonstrate that the chosen version of the proposed algorithm outperforms a heuristic procedure proposed previously.
引用
收藏
页码:81 / 87
页数:7
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