Application of simulated annealing and tabu search for loss minimization in distribution systems

被引:54
|
作者
Jeon, YJ [1 ]
Kim, JC [1 ]
机构
[1] Soongsil Univ, Dept Elect Engn, Dongjak Ku, Seoul 156743, South Korea
关键词
simulated annealing; tabu search; distribution system; network reconfiguration; loss minimization;
D O I
10.1016/S0142-0615(03)00066-8
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 article presents an efficient algorithm for the loss minimization by automatic sectionalizing switch operation in large-scale distribution systems. Simulated annealing is particularly well suited for large combinational optimization problems, but the use of this algorithm also requires excessive computation time. Tabu search attempts to determine a better solution in the manner of a greatest-descent algorithm, but it cannot give any guarantee for the convergence property. The hybrid algorithm of these two methods with some adaptations is applied to improve the computation time and convergence property. Numerical examples demonstrate the validity and effectiveness of the proposed methodology using a Korea Electric Power Corporation's distribution system. (C) 2004 Elsevier Ltd. All rights reserved.
引用
收藏
页码:9 / 18
页数:10
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