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Coordinating Electric Vehicles: Impacts on Mobility-Service and Electricity Markets

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

This study explores the dual role of electric vehicles (EVs) in mobility service and electricity markets through vehicle-to-grid (V2G) technology, enabling EVs to stabilize energy systems by trading electricity with the grid. Building upon Kelso and Crawford's [4] algorithm, we develop an EV-proposing price-adjustment process to determine matchings between EVs and either riders or charging stations, along with their corresponding transaction prices. We demonstrate that the proposed algorithm produces stable outcomes in both markets. Furthermore, to assess the impact of V2G-enabled EVs, simulations were conducted within a virtual transportation network. The results show that electricity-coordinating EVs play a more significant role in stabilizing the electricity market and, when the station battery levels are low, generate a higher total surplus compared to scenarios without such coordination. In other situations, managing the roles of EVs is essential to maximize welfare.

Original languageEnglish
Title of host publicationProceedings - 2024 IEEE International Conference on Big Data, BigData 2024
EditorsWei Ding, Chang-Tien Lu, Fusheng Wang, Liping Di, Kesheng Wu, Jun Huan, Raghu Nambiar, Jundong Li, Filip Ilievski, Ricardo Baeza-Yates, Xiaohua Hu
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages3838-3846
Number of pages9
ISBN (Electronic)9798350362480
DOIs
Publication statusPublished - 2024
Event2024 IEEE International Conference on Big Data, BigData 2024 - Washington, United States
Duration: 2024 Dec 15 → 2024 Dec 18

Publication series

NameProceedings - 2024 IEEE International Conference on Big Data, BigData 2024
ISSN (Print)2639-1589
ISSN (Electronic)2573-2978

Conference

Conference2024 IEEE International Conference on Big Data, BigData 2024
Country/TerritoryUnited States
CityWashington
Period24/12/15 → 24/12/18

Keywords

  • Electric vehicles
  • electricity market
  • matching
  • mobility service market
  • stability

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Networks and Communications
  • Computer Science Applications
  • Information Systems
  • Information Systems and Management
  • Safety, Risk, Reliability and Quality
  • Modelling and Simulation

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