Title :
Coordinated aggregation particle swarm optimization applied in reactive power and voltage control
Author :
Vlachogiannis, John G. ; Lee, Kwang Y.
Author_Institution :
Ind. & Energy Inf. Lab., Lamia
Abstract :
This paper introduces a new particle swarm optimization (PSO) algorithm called coordinated aggregation (CA) PSO, which simulates how the achievements of particles are distributed in the entire swarm affecting its manipulation. Specifically, at each iterative cycle of the CA, each particle regulates its velocity taking into account only the positions of particles with better achievements; with the exception of the particle with the best achievement that moves randomly as a "crazy" leader. The results obtained by CA on the reactive power and voltage control of IEEE 30-bus test system are compared with those given by PSO demonstrating the excellent performance of CA
Keywords :
iterative methods; particle swarm optimisation; power system control; reactive power control; voltage control; IEEE 30-bus test system; coordinated aggregation particle swarm optimization; iterative cycle; reactive power control; voltage control; Computational intelligence; Evolutionary computation; History; Iterative algorithms; Particle swarm optimization; Power engineering; Power engineering and energy; Reactive power control; System testing; Voltage control; Coordinated aggregation; particle swarm optimization; reactive power control; voltage control;
Conference_Titel :
Power Engineering Society General Meeting, 2006. IEEE
Conference_Location :
Montreal, Que.
Print_ISBN :
1-4244-0493-2
DOI :
10.1109/PES.2006.1709305