4.5 Article

Study on the Optimal Charging Strategy for Lithium-Ion Batteries Used in Electric Vehicles

期刊

ENERGIES
卷 7, 期 10, 页码 6783-6797

出版社

MDPI
DOI: 10.3390/en7106783

关键词

electric vehicles (EVs); lithium-ion battery; dynamic programing (DP); charging strategies; database

资金

  1. National Natural Science Foundation of China [51175040]
  2. Beijing Scientific Committee [Z12110900660000]
  3. Research Fund for the Doctoral Program of Higher Education of China [20111101110037]

向作者/读者索取更多资源

The charging method of lithium-ion batteries used in electric vehicles (EVs) significantly affects its commercial application. This paper aims to make three contributions to the existing literature. (1) In order to achieve an efficient charging strategy for lithium-ion batteries with shorter charging time and lower charring loss, the trade-off problem between charging loss and charging time has been analyzed in details through the dynamic programing (DP) optimization algorithm; (2) To reduce the computation time consumed during the optimization process, we have proposed a database based optimization approach. After off-line calculation, the simulation results can be applied to on-line charge; (3) The novel database-based DP method is proposed and the simulation results illustrate that this method can effectively find the suboptimal charging strategies under a certain balance between the charging loss and charging time.

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