Fuzzy Energy Management Strategy for Plug-in HEV Based on Driving Cycle Modeling

摘要：

　　The fuzzy energy management strategy for a plug-in hybrid electric vehicle(PHEV)is proposed by modeling of driving cycle and optimization of fuzzy controller.Firstly,the driving cycle model is constructed with BP neural network based on the driving data of Shandong university school bus.Then the membership functions and rules of fuzzy torque distribution controller are optimized by using particle swarm optimization in accordance with the driving cycle model.The test results from the ADVISOR platform show that compared with the un-optimized strategies,the fuzzy energy management strategy based on the driving cycle modeling can lower the cost of driving effectively.

关键词： Plug-in hybrid electric vehicle Fuzzy energy management strategy driving cycle modeling

作者: WU Jian

作者单位: Department of Information Science and Technology,Shandong University of Political Science and Law,Jinan Shandong,250014,China;Evidence Forensic laboratory in Colleges and universities of Shandong Province,Shandong University of Political Science and Law,Jinan Shandong,250014,China

会议类型: 国际会议

会议名称: The 33th Chinese Control Conference第33届中国控制会议

会议地点: 南京

会议语种:英文

页码: 4472-4476

在线出版日期: 2014-07-28（万方平台首次上网日期，不代表论文的发表时间）