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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