Vehicle-to-Vehicle Charging: Model, Complexity, and Heuristics

Claudio Gomes, Joao Paulo Fernandes, Gabriel Falcao, Soummya Kar, Sridhar Tayur

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

Abstract

The rapid adoption of Electric Vehicles (EVs) poses challenges for electricity grids to accommodate or mitigate peak demand. Vehicle-to-Vehicle Charging (V2VC) has been recently adopted by popular EVs, posing new opportunities and challenges to the management and operation of EVs. We present a novel V2VC model that allows decision-makers to take V2VC into account when optimizing their EV operations. We show that optimizing V2VC is NP-Complete and find that even small problem instances are computationally challenging. We propose R-V2VC, a heuristic that takes advantage of the resulting totally unimodular constraint matrix to efficiently solve problems of realistic sizes. Our results demonstrate that R-V2VC presents a linear growth in the solution time as the problem size increases, while achieving solutions of optimal or near-optimal quality. R-V2VC can be used for real-world operations and to study what-if scenarios when evaluating the costs and benefits of V2VC.

Original languageEnglish (US)
Title of host publication2024 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, SmartGridComm 2024
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages238-244
Number of pages7
ISBN (Electronic)9798350318555
DOIs
StatePublished - 2024
Event2024 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, SmartGridComm 2024 - Oslo, Norway
Duration: Sep 17 2024Sep 20 2024

Publication series

Name2024 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, SmartGridComm 2024

Conference

Conference2024 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, SmartGridComm 2024
Country/TerritoryNorway
CityOslo
Period9/17/249/20/24

Keywords

  • IP
  • V2V
  • integer programming
  • optimization
  • rendezvous
  • scheduling
  • vehicle routing
  • vehicle-to-vehicle charging

ASJC Scopus subject areas

  • Control and Optimization
  • Artificial Intelligence
  • Computer Networks and Communications
  • Computer Science Applications
  • Energy Engineering and Power Technology
  • Safety, Risk, Reliability and Quality
  • Modeling and Simulation

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