DocumentCode :
3475473
Title :
Capacitor placement using parallel tabu search in distribution systems
Author :
Mori, Hiroyuki ; Ogita, Yoshihiro
Author_Institution :
Dept. of Electr. & Electron. Eng., Meiji Univ., Kawasaki, Japan
Volume :
6
fYear :
1999
fDate :
1999
Firstpage :
521
Abstract :
This paper proposes an efficient method for capacitor placement in distribution systems. The proposed method is based on parallel tabu search that considers the decomposition of the neighborhood into subneighborhoods and the multiple tabu lengths in tabu search. Capacitor placement is an important problem to maintain the voltage profile in distribution systems. The objective is to determine the location and size of shunt capacitors to be installed at nodes so that the transmission loss and installation cost are minimized. The problem is difficult to solve in the sense that it has high nonlinearity and handles both discrete and continuous variables. Compared with tabu search, the proposed method has a good performance in terms of solution accuracy and computational effort. As one of the meta-heuristics, it focuses on solutions near a global minimum rather than a local one. In that sense, it is expected that the proposed method reduces the cost function efficiently. The effectiveness of the proposed method is demonstrated in sample systems
Keywords :
heuristic programming; parallel algorithms; power capacitors; power distribution economics; power distribution planning; power engineering computing; search problems; capacitor placement; continuous variables; cost function; discrete variables; global minimum; installation cost; meta-heuristics; parallel tabu search; power distribution systems; shunt capacitors; transmission loss; voltage profile; Capacitors; Costs; Large-scale systems; Mathematical programming; Optimization methods; Propagation losses; Simulated annealing; Stochastic processes; Temperature; Voltage;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man, and Cybernetics, 1999. IEEE SMC '99 Conference Proceedings. 1999 IEEE International Conference on
Conference_Location :
Tokyo
ISSN :
1062-922X
Print_ISBN :
0-7803-5731-0
Type :
conf
DOI :
10.1109/ICSMC.1999.816606
Filename :
816606
Link To Document :
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