Title :
A parallel tabu search based approach to optimal network reconfigurations for service restoration in distribution systems
Author :
Mori, Hiroyuki ; Ogita, Yoshihiro
Author_Institution :
Dept. of Electr. & Electron. Eng, Meiji Univ., Kawasaki, Japan
Abstract :
This paper proposes a new method for optimizing the network reconfigurations for service restoration in distribution systems. The service restoration may be expressed in a complicated combinatorial optimization problem. In this paper, meta-heuristics are considered to solve the problem efficiently. The proposed method makes use of parallel tabu search (PTS) that considers a couple of strategies in tabu search (TS). One strategy is to decompose the neighborhood into subneighborhoods to reduce computational effort. The other is to introduce several tabu lengths into TS to make solution candidates more diverse. The proposed method is applied to the 69-node distribution systems. A comparison is made between the conventional and the proposed methods in terms of computational effort and solution accuracy.
Keywords :
distribution networks; heuristic programming; optimisation; power system analysis computing; power system restoration; search problems; 69-node distribution systems; combinatorial optimization problem; computational effort; distribution automation; distribution systems; hill-climbing method; meta-heuristics; neighborhood decomposition; optimal network reconfigurations; parallel tabu search based approach; service restoration; solution accuracy; Annealing; Automation; Computer network reliability; Genetics; Intelligent networks; Optimization methods; Power system faults; Power system restoration; Switches; Temperature distribution;
Conference_Titel :
Control Applications, 2002. Proceedings of the 2002 International Conference on
Print_ISBN :
0-7803-7386-3
DOI :
10.1109/CCA.2002.1038705