An Energy Management Strategy of Hybrid Energy Storage Systems for Electric Vehicle Applications

被引:129
|
作者
Zheng, Chunhua [1 ]
Li, Weimin [1 ]
Liang, Quan [2 ]
机构
[1] Shenzhen Inst Adv Technol, Shenzhen 518055, Peoples R China
[2] Sinopoly New Energy Syst Co Ltd, Shenzhen 518055, Peoples R China
基金
中国国家自然科学基金;
关键词
Battery lifetime; energy management strategy; electric vehicle; electricity usage; hybrid energy storage system; Pontryagin's minimum principle; CYCLE-LIFE; POWER SPLIT; OPTIMIZATION; BATTERIES;
D O I
10.1109/TSTE.2018.2818259
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In order to mitigate the power density shortage of current energy storage systems (ESSs) in pure electric vehicles (PEVs or EVs), a hybrid ESS (HESS), which consists of a battery and a supercapacitor, is considered in this research. Due to the use of the two ESSs, an energy management should be carried out for the HESS. An optimal energy management strategy is proposed based on the Pontryagin's minimum principle in this research, which instantaneously distributes the required propulsion power to the two ESSs during the vehicle's propulsion and also instantaneously allocates the regenerative braking energy to the two ESSs during the vehicle's braking. The objective of the proposed energy management strategy is to minimize the electricity usage of the EV and meanwhile to maximize the battery lifetime. A simulation study is conducted for the proposed energy management strategy and also for a rule-based energy management strategy. The simulation results show that the proposed strategy saves electricity compared to the rule-based strategy and the single ESS case for the three typical driving cycles studied in this research. Meantime, the proposed strategy has the effect of prolonging the battery lifetime compared to the other two cases.
引用
收藏
页码:1880 / 1888
页数:9
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