A hybrid particle swarm optimization with small population size to solve the optimal short-term hydro-thermal unit commitment problem
详细信息 查看全文
- 作者：Jingrui Zhang ; zjrhust@gmail.com" class="auth_mail" title="E-mail the corresponding author ; Qinghui Tang ; Yalin Chen ; Shuang Lin
- 关键词：Hydro-thermal ; Unit commitment ; Particle swarm optimization ; Small population
- 刊名：Energy
- 出版年：2016
- 出版时间：15 August 2016
- 年：2016
- 卷：109
- 期：Complete
- 页码：765-780
- 全文大小：1111 K
文摘
- •
A hybrid PSO with small population size is proposed for the short-term HTUC problem.
- •
Three operations are modified to deal with the binary and continuous variables.
- •
A repair strategy to the main equality and inequality constraints is also employed.
- •
Performance of HPSO-SP is compared with other evolutionary algorithms in literature.
- •
A practical hydrothermal system is employed to verify the feasibility of HPSO-SP.