Fully distributed multi-area dynamic economic dispatch method with second-order convergence for active distribution networks

被引:23
|
作者
Xu, Tong [1 ]
Wu, Wenchuan [1 ,2 ]
Sun, Hongbin [1 ,2 ]
Wang, Liming [1 ,3 ]
机构
[1] Tsinghua Univ, Tsinghua Berkeley Shenzhen Inst, Shenzhen Environm Sci & New Energy Technol Engn L, Shenzhen, Guangdong, Peoples R China
[2] Tsinghua Univ, Dept Elect Engn, Beijing, Peoples R China
[3] Tsinghua Univ, Grad Sch Shenzhen, Shenzhen, Guangdong, Peoples R China
基金
美国国家科学基金会;
关键词
OPTIMIZATION;
D O I
10.1049/iet-gtd.2016.1945
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
In active distribution networks, distributed generators are integrated into microgrids or geographically distributed subsystems. They may belong to different owners and are operated independently to preserve privacy. Therefore, fully distributed economic dispatch (ED) methods are needed and most existing algorithms show first-order convergence. This study introduces a fully distributed dynamic ED with second-order convergence, which is based on a parallel primal-dual interior-point algorithm with a matrix-splitting technique. In this method, each area optimises its own problem with limited information exchanged with its neighbours, and no central coordinator is needed. Numerical tests demonstrate that the algorithm can converge at a second-order rate. On the basis of a peer-to-peer communication paradigm, this method can achieve a global optimum while the privacy of each area is obliquely protected.
引用
收藏
页码:3955 / 3965
页数:11
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