Title :
Capacitor placement to minimize active loss in distribution systems using bio-inspired optimization
Author :
Antunes, Rui ; Gomes, Flavio V. ; Silva, Ivo C. ; Dias, B.H.
Author_Institution :
Electr. Eng. Dept., Fed. Univ. of Juiz de Fora, Juiz de Fora, Brazil
Abstract :
This paper presents the development of a hybrid optimization model to minimize active losses in distribution systems through capacitor placement and sizing. The proposed model uses relaxed objective values obtained by a continuous non-linear optimization of the discrete variables as a base of comparison to the Ant Colony optimization model. The objective is to evaluate the model ability to present good solutions with a reduced number of individuals in the search process. A brief result is presented, demonstrating the gain of the proposed methodology when compared to other studies.
Keywords :
ant colony optimisation; distribution networks; nonlinear programming; power capacitors; active loss; ant colony optimization model; bio-inspired optimization; capacitor placement; continuous nonlinear optimization; distribution systems; Ant colony optimization; Capacitors; Heuristic algorithms; Linear programming; Load flow; Optimization; Reactive power; Ant Colony Optimization; Capacitor Placement; Distribution System; Metaheuristics;
Conference_Titel :
PowerTech (POWERTECH), 2013 IEEE Grenoble
Conference_Location :
Grenoble
DOI :
10.1109/PTC.2013.6652242