• 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