Downside Risk Constrained Probabilistic Optimal Power Flow With Wind Power Integrated

被引:31
|
作者
Li, Y. Z. [1 ,2 ]
Wu, Q. H. [1 ,2 ]
机构
[1] S China Univ Technol, Dept Elect Power Engn, Guangzhou 510641, Guangdong, Peoples R China
[2] Univ Liverpool, Dept Elect Engn & Elect, Liverpool L693GJ, Merseyside, England
关键词
Downside risk; multi-objective optimization; probabilistic optimal power flow (POPF); wind power;
D O I
10.1109/TPWRS.2015.2412684
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This letter proposes a concept of the downside risk (DR) for the study of probabilistic optimal power flow (POPF) with wind power integrated. It aims to obtain optimal dispatch solutions with the minimal expectation of generation cost and the minimal downside risk. This risk is manifested by semi-variance (semi-deviation) of generation cost in a uncertain environment of wind power. The downside risk constrained POPF is then solved via a multi-objective optimization algorithm in a numerical experiment to capture the trade off between the expected generation cost and the downside risk.
引用
收藏
页码:1649 / 1650
页数:2
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