Electric Vehicle Charging Scheduling Algorithm Based on Online Multi-objective Optimization

  • Tao Hong
  • , Jihan Cao*
  • , Weiting Zhao
  • , Mingshu Lu
  • *Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

The volatility of green energy power generation and the randomness of electric vehicle's charging will affect the safe operation of the grid seriously. Therefore, the joint scheduling of green energy and electric vehicles is of great significance, however, the existing charging scheduling algorithms have problems such as the single optimization objective and the complex calculation. Applying the Internet of Things technology to the traditional power industry can improve the management level of the grid effectively. Based on the prediction of green energy power, this paper established the multi-objective optimization model for the joint scheduling of green energy and electric vehicles and designed an online charging scheduling algorithm. Then the charging behavior of electric vehicles in urban scenarios is analyzed, user's charging behavior simulation method based on Monte Carlo is designed, the effectiveness of the scheduling algorithm is verified by processing the simulation data.

Original languageEnglish
Title of host publication2021 International Wireless Communications and Mobile Computing, IWCMC 2021
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1141-1146
Number of pages6
ISBN (Electronic)9781728186160
DOIs
StatePublished - 2021
Event17th IEEE International Wireless Communications and Mobile Computing, IWCMC 2021 - Virtual, Online, China
Duration: 28 Jun 20212 Jul 2021

Publication series

Name2021 International Wireless Communications and Mobile Computing, IWCMC 2021

Conference

Conference17th IEEE International Wireless Communications and Mobile Computing, IWCMC 2021
Country/TerritoryChina
CityVirtual, Online
Period28/06/212/07/21

Keywords

  • Chargingscheduling
  • Electric vehicle
  • Internet of things
  • Multi-objectiveoptimization
  • New energy

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