Title :
A new approach for real power optimization of generation with nonsmooth cost function using particle swarm optimization
Author :
Prakash, S. ; Gopinath, N.P. ; Prakash, O. Kameswara Satya
Author_Institution :
Dept. of EEE, Aarupadai Veedu Inst. of Technol., Chennai, India
Abstract :
This paper describes a successful adaptation of particle swarm optimization (PSO) algorithm to solve the economic dispatch (ED) problem with valve point effects in power system. In this paper, PSO method is used to describe the equality and inequality constraints in the Economic Dispatch problems. The proposed algorithm has been tested on 3 unit system with quadratic cost functions. Numerical example are solved on Matlab 7 platform using PSO method. Numerical results shows that the proposed PSO based ED algorithm can provide comparable dispatch solutions with reduced cost.
Keywords :
particle swarm optimisation; power generation dispatch; power generation economics; ED problem; Matlab 7 platform; PSO based ED algorithm; economic dispatch problem; nonsmooth cost function; particle swarm optimization; quadratic cost functions; real power optimization; Cost function; Economics; Fuels; Generators; Particle swarm optimization; Valves; Economic dispatch; Particle swarm optimization; Valve point loading; nonsmooth cost function;
Conference_Titel :
Emerging Trends In New & Renewable Energy Sources And Energy Management (NCET NRES EM), 2014 IEEE National Conference On
Print_ISBN :
978-1-4799-8193-9
DOI :
10.1109/NCETNRESEM.2014.7088739