Title :
Optimal Capacitor Placement in Radial Distribution Networks
Author :
Gallego, R. A. ; Monticelli, A. ; Romero, Ruben
Author_Institution :
UTP, Pereira, Colombia; Unicamp, Campinas, Brazil; FEIS-Unesp, Ilha Solteira, Brazil
Abstract :
The capacitor placement (replacement) problem for radial distribution networks determines capacitor types, sizes, locations, and control schemes. Optimal capacitor placement is a hard combinatorial problem that can be formulated as a mixed integer nonlinear program. Since this is a nonpolynomial time (NP) complete problem, the solution approach uses a combinatorial search algorithm. The paper proposes a hybrid method drawn upon the Tabu search approach, extended with features taken from other combinatorial approaches such as genetic algorithms and simulated annealing, and from practical heuristic approaches. The proposed method has been tested in a range of networks available in the literature with superior results regarding both quality and cost of solutions.
Keywords :
Capacitors; Genetic algorithms; Maintenance; Mathematical model; Optimal control; Power system modeling; Power system planning; Power system reliability; Power system security; Size control; Capacitor compensated distribution lines; combinatorial mathematics; optimization methods;
Journal_Title :
Power Engineering Review, IEEE
DOI :
10.1109/MPER.2001.4311083