DocumentCode :
138951
Title :
Empirical study of particle swarm optimization for economic load dispatch with valve-point effects
Author :
Abdilahi, A.M. ; Mustafa, M.W. ; Jamian, J.J. ; Usman, J.
Author_Institution :
Fac. of Electr. Eng., Univ. Teknol. Malaysia, Skudai, Malaysia
fYear :
2014
fDate :
24-25 March 2014
Firstpage :
467
Lastpage :
472
Abstract :
This paper empirically studies the performance of the particle swarm optimization (PSO) technique. A practical test system in power system studies is selected as a testing function. The test system takes into account the valve-point effects. The study aims to tune four main parameters involved in the PSO implementation in a typical economic load dispatch problem. The experimental results illustrate the best values to be chosen for PSO´s different parameters. The various ranges of a penalty factor were tested and the paper determines which range of values is best suited in the tested economic dispatch problem.
Keywords :
particle swarm optimisation; power generation dispatch; power generation economics; PSO implementation; PSO technique; economic load dispatch; particle swarm optimization; penalty factor; power system; practical test system; valve-point effects; Acceleration; Economics; Equations; Generators; Mathematical model; Optimization; Power engineering;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power Engineering and Optimization Conference (PEOCO), 2014 IEEE 8th International
Conference_Location :
Langkawi
Print_ISBN :
978-1-4799-2421-9
Type :
conf
DOI :
10.1109/PEOCO.2014.6814474
Filename :
6814474
Link To Document :
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