Drive-Charge Dilemma in Electric Mobility: Price of Anarchy and Data Analytics Standpoint

Zineb Mahrez, Fssaid Sabir, Walid Saad, Elarbi Badidi

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

1 Citation (Scopus)

Abstract

The advent of electric mobility has created new costs that are closely linked to and influenced by the actions and behaviors of electric vehicle (EV) drivers. These include time-, energy-, and risk-related costs that each driver seeks to reduce by adjusting his or her strategy. In this paper, an electric vehicle charging dilemma using a non-cooperative routing game with selfish players is formulated. We assume that an electric vehicle plans a trip from one place to another and, in the process, must choose a specific route, stop at a roadside station, decide on the charging station, and charge its battery by a certain amount. The strategy of EVs to drive or stop depends on factors related to battery level, waiting status at charging stations, availability of charging types, and traffic load both on roads and at stations. The research problem aims to solve the EV driver's dilemma and determine the route that the EV driver must take to optimize his travel cost.' To solve the dilemma, we propose to build a simulation model based on input data obtained from historical records of U.S. government sources, as described in the paper.

Original languageEnglish
Title of host publicationProceedings - 2022 5th International Conference on Advanced Communication Technologies and Networking, CommNet 2022
EditorsFaissal El Bouanani, Fouad Ayoub
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781665450546
DOIs
Publication statusPublished - 2022
Event5th International Conference on Advanced Communication Technologies and Networking, CommNet 2022 - Virtual, Online, Morocco
Duration: Dec 12 2022Dec 14 2022

Publication series

NameProceedings - 2022 5th International Conference on Advanced Communication Technologies and Networking, CommNet 2022

Conference

Conference5th International Conference on Advanced Communication Technologies and Networking, CommNet 2022
Country/TerritoryMorocco
CityVirtual, Online
Period12/12/2212/14/22

Keywords

  • data analytics
  • electric vehicles
  • price of anarchy
  • routing games
  • Wardrop equilibrium

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Networks and Communications

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