• DocumentCode
    2116779
  • Title

    On the role of utility framing in smart grid energy storage management

  • Author

    Wang, Yunpeng ; Saad, Walid

  • Author_Institution
    Electrical and Computer Engineering Department, University of Miami, Coral Gables, FL, USA
  • fYear
    2015
  • fDate
    8-12 June 2015
  • Firstpage
    1946
  • Lastpage
    1951
  • Abstract
    In this paper, the problem of optimally charging or discharging customer-owned storage units in a smart grid is studied. In particular, a noncooperative game is formulated between customers equipped with distributed storage units who seek to decide on their optimal charging strategy so as to optimize a utility that reflects both the monetary benefit from the charging/ discharging operation and the associated penalty from power regulation. In contrast to the traditional game-theoretic models that are often based on rational and objective decisions, we introduce the behavioral framework of prospect theory (PT) so as to explicitly incorporate how the customers estimate their utilities with respect to their real-world considerations of gains and losses. The existence of the mixed-strategy Nash equilibrium is shown for the PT case and the properties of the game are analyzed under both PT and classical game theory. Simulation results show how the individual customer perceptions on their utilities can significantly impact the overall charging and discharging operations.
  • Keywords
    Companies; Discharges (electric); Energy storage; Games; Nash equilibrium; Power system stability; Smart grids; Smart grid; energy storage; game theory; prospect theory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communication Workshop (ICCW), 2015 IEEE International Conference on
  • Conference_Location
    London, United Kingdom
  • Type

    conf

  • DOI
    10.1109/ICCW.2015.7247465
  • Filename
    7247465