Title :
Constriction Coefficient Particle Swarm Optimization for Economic Load Dispatch with valve point loading effects
Author :
Pranava, G. ; Prasad, P. Venkata
Author_Institution :
Dept. of EEE, Vasavi Coll. of Eng., Hyderabad, India
Abstract :
This paper presents an efficient method to Economic Load Dispatch (ELD) problem using a Particle Swarm Optimization (PSO) technique. The practical ELD problems have nonsmooth cost functions with equality and inequality constraints. It is difficult to find the optimum solution using mathematical approaches. In this paper Constriction Coefficient PSO(CPSO) is used to solve ELD problem with valve point loading effects. The results of this method are compared with Standard PSO (SPSO) and inertia based PSO (IPSO) method. The results of the proposed method are illustrated with 3 and 6 generator unit systems.
Keywords :
load dispatching; particle swarm optimisation; power system economics; 3 generator unit systems; 6 generator unit systems; CPSO; IPSO; constriction coefficient PSO; economic load dispatch; inequality constraints; inertia based PSO; nonsmooth cost functions; particle swarm optimization; valve point loading effects; Economics; Generators; Particle swarm optimization; Sociology; Standards; Statistics; Valves; Constriction Factor; Economic Load Dispatch; Standard Particle Swarm Optimization; Valve point loading effects;
Conference_Titel :
Power, Energy and Control (ICPEC), 2013 International Conference on
Conference_Location :
Sri Rangalatchum Dindigul
Print_ISBN :
978-1-4673-6027-2
DOI :
10.1109/ICPEC.2013.6527680