Comparative study of modern heuristic algorithms to service restoration in distribution systems

被引:180
作者
Toune, S [1 ]
Fudo, H
Genji, T
Fukuyama, Y
Nakanishi, Y
机构
[1] Kansai Elect Power Co Inc, Tech Res Ctr, Amagasaki, Hyogo 661, Japan
[2] Fuji Elect Corporate R&D Ltd, Power Technol Lab, Hino, Tokyo 191, Japan
关键词
combinatorial optimization; distribution systems; genetic algorithm; modern heuristic algorithms; parallel simulated annealing; reactive tabu search; service restoration; tabu search;
D O I
10.1109/61.974205
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 presents a comparative study for four modern heuristic algorithms (MHAs) to service restoration in distribution systems: reactive tabu search, tabu search, parallel simulated annealing, and genetic algorithm. Since service restoration is an emergency control in distribution control centers to restore out-of-service areas as soon as possible, it requires fast computation and high quality solutions for customers' satisfaction. The problem can be formulated as a combinatorial optimization problem to divide the out-of-service area to each power source. The effectiveness of the MHAs is compared against each other on typical service restoration problems.
引用
收藏
页码:173 / 181
页数:9
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