Distributed Optimal Coordination for Distributed Energy Resources in Power Systems

被引:61
|
作者
Wu, Di [1 ]
Yang, Tao [2 ]
Stoorvogel, Anton A. [3 ]
Stoustrup, Jakob [4 ]
机构
[1] Pacific Northwest Natl Lab, Richland, WA 99354 USA
[2] Univ North Texas, Dept Elect Engn, Denton, TX 76203 USA
[3] Univ Twente, Dept Elect Engn Math & Comp Sci, NL-7522 NB Enschede, Netherlands
[4] Aalborg Univ, Dept Elect Syst, DK-9100 Aalborg, Denmark
关键词
Consensus and gradient algorithm; distributed coordination; energy storage (ES); multiagent systems; multistep optimization; smart grid; CONSENSUS; OPTIMIZATION; DESIGN;
D O I
10.1109/TASE.2016.2627006
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Driven by smart grid technologies, distributed energy resources (DERs) have been rapidly developing in recent years for improving reliability and efficiency of distribution systems. Emerging DERs require effective and efficient coordination in order to reap their potential benefits. In this paper, we consider an optimal DER coordination problem over multiple time periods subject to constraints at both system and device levels. Fully distributed algorithms are proposed to dynamically and automatically coordinate distributed generators with multiple/single storages. With the proposed algorithms, the coordination agent at each DER maintains only a set of variables and updates them through information exchange with a few neighbors. We show that the proposed algorithms with properly chosen parameters solve the DER coordination problem as long as the underlying communication network is connected. The simulation results are used to illustrate and validate the proposed method.
引用
收藏
页码:414 / 424
页数:11
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