A mean field game analysis of electric vehicles in the smart grid

Romain Couillet, Samir Medina Perlaza, Tembine Hamidou, Mérouane Debbah

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Abstract

    In this article, we present an economical analysis of the integration of purely electrical vehicles (EV) in the smart grid energy market using tools from mean field game theory. Our main contribution consist in a formal description of the mean field equilibrium of the resulting competitive interaction when EV owners buy and sell electricity from their cars, selfishly but rationally, based on collective price incentives. We present a comprehensive set of numerical results, which allows a consistent analysis of the evolution of the price of electricity, of the timely demand, and possibly of the energy reserves in the grid

    Original languageEnglish (US)
    Title of host publication2012 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2012
    Pages79-84
    Number of pages6
    DOIs
    StatePublished - May 24 2012
    Event2012 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2012 - Orlando, FL, United States
    Duration: Mar 25 2012Mar 30 2012

    Other

    Other2012 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2012
    CountryUnited States
    CityOrlando, FL
    Period3/25/123/30/12

    Fingerprint

    Electric vehicles
    Electricity
    Game theory
    Railroad cars

    ASJC Scopus subject areas

    • Computer Science(all)
    • Electrical and Electronic Engineering

    Cite this

    Couillet, R., Perlaza, S. M., Hamidou, T., & Debbah, M. (2012). A mean field game analysis of electric vehicles in the smart grid. In 2012 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2012 (pp. 79-84). [6193523] https://doi.org/10.1109/INFCOMW.2012.6193523

    A mean field game analysis of electric vehicles in the smart grid. / Couillet, Romain; Perlaza, Samir Medina; Hamidou, Tembine; Debbah, Mérouane.

    2012 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2012. 2012. p. 79-84 6193523.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Couillet, R, Perlaza, SM, Hamidou, T & Debbah, M 2012, A mean field game analysis of electric vehicles in the smart grid. in 2012 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2012., 6193523, pp. 79-84, 2012 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2012, Orlando, FL, United States, 3/25/12. https://doi.org/10.1109/INFCOMW.2012.6193523
    Couillet R, Perlaza SM, Hamidou T, Debbah M. A mean field game analysis of electric vehicles in the smart grid. In 2012 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2012. 2012. p. 79-84. 6193523 https://doi.org/10.1109/INFCOMW.2012.6193523
    Couillet, Romain ; Perlaza, Samir Medina ; Hamidou, Tembine ; Debbah, Mérouane. / A mean field game analysis of electric vehicles in the smart grid. 2012 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2012. 2012. pp. 79-84
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