Improved Interval Optimization Method Based on Differential Evolution for Microgrid Economic Dispatch

被引:22
|
作者
Wang, Shouxiang [1 ]
Fan, Xiguang [1 ]
Han, Liang [1 ]
Ge, Leijiao [1 ]
机构
[1] Tianjin Univ, Minist Educ, Key Lab Smart Grid, Tianjin 300072, Peoples R China
基金
中国国家自然科学基金; 国家高技术研究发展计划(863计划);
关键词
microgrid; economic dispatch; power system; interval optimization; affine arithmetic; differential evolution; ALGORITHM; NETWORK; CONSTRAINTS; UNITS;
D O I
10.1080/15325008.2015.1057783
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 article proposes an improved interval optimization method based on differential evolution for dynamic economic dispatch of a microgrid. First, the dynamic economic dispatch model applied is a microgrid model considering various distributed generations, energy storage systems, the transaction between the microgrid and power grid, as well as multiple kinds of loads. Both economic and environmental costs are taken into account. Second, an improved interval optimization method based on differential evolution is proposed to solve this non-linear optimization model. The proposed method is improved in the aspects of the branch-and-bound strategy, acceleration tool, and interval estimation method. Finally, a practical dynamic economic dispatch case of a microgrid considering the valve-point effect is studied. A comparison among the proposed method, traditional interval method, differential evolution method, and interior point method is given to verify the efficiency and practicality of the improved interval optimization method.
引用
收藏
页码:1882 / 1890
页数:9
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