DocumentCode :
1277830
Title :
Game-Theoretic Communication Structures in Microgrids
Author :
Ekneligoda, Nishantha C. ; Weaver, Wayne W.
Author_Institution :
Dept. of Electr. & Comput. Eng., Michigan Technol. Univ., Houghton, MI, USA
Volume :
27
Issue :
4
fYear :
2012
Firstpage :
2334
Lastpage :
2341
Abstract :
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.
Keywords :
direct energy conversion; distributed power generation; game theory; power system simulation; SSPS; Stackelberg model; distributed controllers; energy conversion; game-theoretic communication; leader-follower modeling; microgrids; optimal information mixing; small-scale power systems; team player modeling; Game theory; Games; Load modeling; Mathematical model; Power distribution; Communication structures; distributed control; game theory; microgrids; player local objectives; team players;
fLanguage :
English
Journal_Title :
Power Delivery, IEEE Transactions on
Publisher :
ieee
ISSN :
0885-8977
Type :
jour
DOI :
10.1109/TPWRD.2012.2210057
Filename :
6293923
Link To Document :
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