DocumentCode :
1926566
Title :
Economic load dispatch: A new hybrid particle swarm optimization approach
Author :
Ling, Sai H. ; Iu, Herbert H C ; Chan, Kit Y. ; Ki, Shu K.
Author_Institution :
Sch. of Electr., Univ. of Western Australia, Perth, WA
fYear :
2007
fDate :
9-12 Dec. 2007
Firstpage :
1
Lastpage :
8
Abstract :
Economic load dispatch, that optimizes the operation cost with respect to the load demands of customers, is one of the most important problems in power systems. A new hybrid particle swarm optimization (PSO) that incorporates a wavelet theory based mutation operation for solving economic load dispatch is proposed. It applies a wavelet theory to enhance PSO in exploring solution spaces more effectively for better solutions. Simulation results of the economic load dispatch show empirically that the proposed method outperforms significantly the existing methods in terms of solution quality and solution stability.
Keywords :
particle swarm optimisation; power supply quality; power system economics; power system stability; wavelet transforms; economic load dispatch; hybrid particle swarm optimization; power systems; solution quality; solution stability; wavelet theory; Genetic mutations; Hybrid power systems; Optimization methods; Particle swarm optimization; Power generation economics; Power system economics; Power system simulation; Power system stability; Space exploration; Stochastic processes;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power Engineering Conference, 2007. AUPEC 2007. Australasian Universities
Conference_Location :
Perth, WA
Print_ISBN :
978-0-646-49488-3
Electronic_ISBN :
978-0-646-49499-1
Type :
conf
DOI :
10.1109/AUPEC.2007.4548052
Filename :
4548052
Link To Document :
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