• DocumentCode
    2074100
  • Title

    Electric vehicle charging station planning based on weighted Voronoi diagram

  • Author

    Tang, Xiangang ; Liu, Junyong ; Wang, Xiaoyin ; Xiong, Jie

  • Author_Institution
    Key Lab. of Smart Grid, Sichuan Univ., Chengdu, China
  • fYear
    2011
  • fDate
    16-18 Dec. 2011
  • Firstpage
    1297
  • Lastpage
    1300
  • Abstract
    This paper comprehensively analyzes several factors that influence the charging station planning for electric vehicles, and then an income optimization model of charging station planning for electric vehicles is built. In order to get the capacity requirements of the charging station in the planning area, the electric vehicles´ power demand is calculated based on the charging characteristics and trip characteristics of electric vehicles. The weighting coefficient of weighted Voronoi diagram is adjusted to make the service areas divided more reasonably and the load rate more balanced based on the distribution of electric vehicles. Combining the global searching ability of the particle swarm optimization and weighted Voronoi diagram, one model of charging station planning for electric vehicles is used to optimize the locations and service areas simultaneously. By calculating with an example, the test results indicate that the model is effective and the method is feasible.
  • Keywords
    battery powered vehicles; computational geometry; particle swarm optimisation; power distribution planning; search problems; capacity requirement; charging characteristic; charging station planning; electric vehicle; electric vehicle distribution; global searching ability; income optimization model; location optimization; particle swarm optimization; service area optimization; trip characteristic; weighted Voronoi Diagram; weighting coefficient; Electric vehicles; Load modeling; Optimization; Planning; Power demand; Roads; Substations; Computational Geometry; charging station planning; electric vehicles; particle swarm optimization; weighted Voronoi diagram;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Transportation, Mechanical, and Electrical Engineering (TMEE), 2011 International Conference on
  • Conference_Location
    Changchun
  • Print_ISBN
    978-1-4577-1700-0
  • Type

    conf

  • DOI
    10.1109/TMEE.2011.6199443
  • Filename
    6199443