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Performance Based Unit Loading Optimization using Particle Swarm Optimization Approach

By Lily D Li, Jiping Zhou and Yinghuo Yu


Abstract:- This paper presents a Particle Swarm Optimization (PSO) based approach for economically dispatching generation load among different generators based on the unit performance. A modified PSO algorithm with preserving feasibility and repairing infeasibility strategies is adopted for handling constraints. A four-unit loading optimization for an Australian power plant is successfully implemented by using the modified PSO algorithm. The result reveals the capability, effectiveness and efficiency of using evolutionary algorithms such as PSO in solving significant industrial problems in the power industry

Topics: Key-words, Evolutionary Computing, PSO algorithm, Optimization, Loading dispatching, Application
Year: 2014
OAI identifier: oai:CiteSeerX.psu:
Provided by: CiteSeerX
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