Game-Theoretic Communication Structures in Microgrids

被引:23
作者
Ekneligoda, Nishantha C. [1 ]
Weaver, Wayne W. [1 ]
机构
[1] Michigan Technol Univ, Dept Elect & Comp Engn, Houghton, MI 49931 USA
基金
美国国家科学基金会;
关键词
Communication structures; distributed control; game theory; microgrids; player local objectives; team players; ASSIGNMENT;
D O I
10.1109/TPWRD.2012.2210057
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 paper presents a game-theoretic communication structure, which is a network constructed among distributed controllers in the microgrid. This helps to share local controller information, such as control input, individual objectives among controllers, and finds a better optimized cost for the individual objectives. The modeling follows a game-theoretic framework for the energy conversion and control elements inside small-scale power systems (SSPS) or microgrids. These elements form teams to optimize performance and operation based on available information and communication. The team players are able to minimize a common objective when there is communication, and shift to the individual local objectives when communication fails. This paper also presents analysis to determine the minimal performance standards for the given level of communicated information. Then it shows optimal information mixing for team player modeling. In addition, a Stackelberg model is proposed for the microgrid with a leader-follower modeling approach. The last part of this paper shows possible examples with network contingency study with team player participation.
引用
收藏
页码:2334 / 2341
页数:8
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