Title :
Comparative Study of Modern Heuristic Algorithms to Service Restoration in Distribution Systems
Author :
Toune, S. ; Fudo, H. ; Genji, Takuma ; Fukuyama, Yasuhiro ; Nakanishi, Yoichiro
Author_Institution :
Kansai Electric Power Co.; Fuji Electric Corporate R&D Ltd.
Abstract :
This article presents a comparative study for four modem 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.
Keywords :
Conductors; Fault location; Heuristic algorithms; Load flow analysis; Power engineering; Power measurement; Power system restoration; Signal processing algorithms; Tracking loops; Wind energy generation; Service restoration; combinatorial optimization; distribution systems; genetic algorithm; modem heuristic algorithms; parallel simulated annealing; reactive tabu search; tabu search;
Journal_Title :
Power Engineering Review, IEEE
DOI :
10.1109/MPER.2001.4311192