Real-time Model-free Electrical Vehicle Charging Coordination for Campus-wide with Deep Reinforcement Learning

This project is aimed to develop a deep reinforcement learning based smart charging technology for multiple chargers at the University of California, Riverside (UCR). The smart charging technology reduces the charging demand while satisfies the diverse drivers’ charging requirements.

Language

  • English

Project

  • Status: Active
  • Funding: $20000
  • Contract Numbers:

    DOT 69A3551747114

  • Sponsor Organizations:

    National Center for Sustainable Transportation

    University of California, Davis
    Davis, CA  United States 

    Office of the Assistant Secretary for Research and Technology

    University Transportation Centers Program
    Department of Transportation
    Washington, DC  United States  20590
  • Managing Organizations:

    National Center for Sustainable Transportation

    University of California, Davis
    Davis, CA  United States 

    University of California, Riverside

    Center for Environmental Research and Technology
    900 University Avenue
    Riverside, CA  United States  92521-0425
  • Project Managers:

    Iacobucci, Lauren

  • Performing Organizations:

    National Center for Sustainable Transportation

    University of California, Davis
    Davis, CA  United States 

    University of California, Riverside

    Center for Environmental Research and Technology
    900 University Avenue
    Riverside, CA  United States  92521-0425
  • Principal Investigators:

    Xue, Yun

    Martinez-Morales, Alfredo

  • Start Date: 20200701
  • Expected Completion Date: 20210630
  • Actual Completion Date: 0
  • USDOT Program: University Transportation Centers

Subject/Index Terms

Filing Info

  • Accession Number: 01744659
  • Record Type: Research project
  • Source Agency: National Center for Sustainable Transportation
  • Contract Numbers: DOT 69A3551747114
  • Files: UTC, RiP
  • Created Date: Jul 2 2020 2:25PM