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

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 center...

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Veröffentlicht in:IEEE transactions on power delivery 2002-01, Vol.17 (1), p.173-181
Hauptverfasser: Toune, S., Fudo, H., Genji, T., Fukuyama, Y., Nakanishi, Y.
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Sprache:eng
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Zusammenfassung: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.
ISSN:0885-8977
1937-4208
DOI:10.1109/61.974205