Title :
An efficient Particle Swarm Optimization for Economic Dispatch with valve-point effect
Author :
Vinodh, K. ; Jothikumar, M. ; Sriramnivas, S. ; Dhivyapragash, R.S.
Author_Institution :
Anna Univ., Coimbatore, India
Abstract :
This paper presents a new efficient approach to economic dispatch (ED) problems with smooth and non smooth cost functions using a particle swarm optimization (PSO) technique. The practical ED problems have nonsmooth cost functions with equality and inequality constraints that make the problem of finding the global optimum difficult using any mathematical approaches. In this paper a modified random search technique is employed so that fastest convergence is obtained for the same results published in IEEE Proceedings so far. To show its efficiency and effectiveness, the proposed EPSO is applied to test ED problems, one with smooth cost functions and others with nonsmooth cost functions considering valve-point loading effects. The experimental results show that the proposed EPSO method was indeed capable of obtaining higher quality solutions efficiently in ED problems.
Keywords :
convergence; costing; load dispatching; particle swarm optimisation; search problems; EPSO method; convergence; economic load dispatch; modified random search technique; nonsmooth cost functions; particle swarm optimization; power system operation; valve-point loading effects; Automation; Communication system control; Constraint optimization; Cost function; Dynamic programming; Mathematical programming; Particle swarm optimization; Power generation economics; Protection; Slag; Economic load dispatch; Particle swarm optimization; Valve point loading effects;
Conference_Titel :
Electricity Distribution, 2008. CICED 2008. China International Conference on
Conference_Location :
Guangzhou
Print_ISBN :
978-1-4244-3373-5
Electronic_ISBN :
978-1-4244-3372-8
DOI :
10.1109/CICED.2008.5211639