Title :
Dual tabu search for capacitor control in distribution systems
Author :
Mori, H. ; Iimura, Y.
Author_Institution :
Dept. of Electr. Eng., Meiji Univ., Kawasaki, Japan
Abstract :
In this paper, dual tabu search is presented for capacitor control in distribution systems. Capacitor control is important in maintaining power quality in distribution systems. The problem formulation of capacitor control may be expressed as a combinatorial optimization problem of capacitor banks. Meta-heuristics is more efficient for solving a combinatorial optimization problem. In particular, tabu search of meta-heuristics is one of the promising meta-heuristics. However, tabu search still has room for improving the solution quality in a large-scale combinatorial optimization problem. This paper proposes a new tabu search that makes use of the dual code for the initial value. For a given initial value, the dual code is considered and a couple of initial values allow the algorithm to evaluate better solutions. The effectiveness of the proposed method is demonstrated in the 32-node and 69-node distribution systems.
Keywords :
capacitor storage; combinatorial mathematics; dual codes; optimisation; power distribution control; power supply quality; search problems; capacitor banks; capacitor control; combinatorial mathematics; distribution systems; dual codes; meta-heuristics; optimization method; power distribution control; power quality; tabu search; Artificial neural networks; Automatic control; Capacitors; Control systems; Expert systems; Genetics; Large-scale systems; Mathematical programming; Reactive power control; Voltage control;
Conference_Titel :
Power Systems Conference and Exposition, 2004. IEEE PES
Print_ISBN :
0-7803-8718-X
DOI :
10.1109/PSCE.2004.1397452