An Adaptive Online Energy Management Controller for Power-Split HEV based on Dynamic Programming and Fuzzy Logic

被引：0
|
作者：
Chen, Zheng [1 ]
Mi, Chris Chunting [1 ]
机构：
[1] Univ Michigan, Dept Elect & Comp Engn, Dearborn, MI 48128 USA
来源：
2009 IEEE VEHICLE POWER AND PROPULSION CONFERENCE, VOLS 1-3 | 2009年
关键词：
energy management; dynamic programming; fuzzy logic; power ratio;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Power split hybrid electric vehicles (HEVs) offer high fuel efficiency. The complex powertrain structure brings difficulties as well as opportunities for energy management. In this paper, energy management strategies for the torque distribution are established and implemented. First, the optimal results are obtained based on the Dynamic Programming (DP) method, then through analyzing the result of DP, the fuzzy membership function and rules are established according to the ratio of engine power to system power, vehicle speed, acceleration and battery SOC. An online fuzzy energy management controller is imbedded into the vehicle controller. Finally simulation results verify the effectiveness of controller.
引用
收藏
页码：300 / 304
页数：5
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