Study on the Optimal Charging Strategy for Lithium-Ion Batteries Used in Electric Vehicles
AbstractThe 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. View Full-Text
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Zhang, S.; Zhang, C.; Xiong, R.; Zhou, W. Study on the Optimal Charging Strategy for Lithium-Ion Batteries Used in Electric Vehicles. Energies 2014, 7, 6783-6797.
Zhang S, Zhang C, Xiong R, Zhou W. Study on the Optimal Charging Strategy for Lithium-Ion Batteries Used in Electric Vehicles. Energies. 2014; 7(10):6783-6797.Chicago/Turabian Style
Zhang, Shuo; Zhang, Chengning; Xiong, Rui; Zhou, Wei. 2014. "Study on the Optimal Charging Strategy for Lithium-Ion Batteries Used in Electric Vehicles." Energies 7, no. 10: 6783-6797.