Title :
Optimal capacitor placement in radial distribution networks
Author :
Gallego, Ramon A. ; Monticelli, Alcir José ; Romero, Rubén
Author_Institution :
UTP, Pereira, Colombia
fDate :
11/1/2001 12:00:00 AM
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 NP complete problem (nonpolynomial time) 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 :
combinatorial mathematics; genetic algorithms; integer programming; nonlinear programming; power capacitors; power distribution planning; search problems; Tabu Search approach; combinatorial problem; combinatorial search algorithm; genetic algorithms; mixed integer nonlinear programming; power capacitor placement optimisation; radial distribution networks; simulated annealing; Capacitors; Circuits; Genetic algorithms; Intelligent networks; Optimal control; Piecewise linear techniques; Polynomials; Simulated annealing; Size control; Voltage;
Journal_Title :
Power Systems, IEEE Transactions on