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典型文献
Real-time energy management strategy based on predictive cruise control for hybrid electric vehicles
文献摘要:
With the help of traffic information of the connected environment,an energy management strategy(EMS)is proposed based on preceding vehicle speed prediction,host vehicle speed planning,and dynamic programming(DP)with PI correction to improve the fuel economy of connected hybrid electric vehicles(HEVs).A conditional linear Gaussian(CLG)model for estimating the future speed of the preceding vehicle is established and trained by utilizing historical data.Based on the predicted information of the preceding vehicle and traffic light status,the speed curve of the host vehicle can ensure that the vehicle follows safety and complies with traffic rules simultaneously as planned.The real-time power allocation is composed of offline optimization results of DP and the real-time PI correction items according to the actual operation of the engine.The effectiveness of the control strategy is verified by the simulation system of HEVs in the interconnected environment established by E-COSM 2021 on the MATLAB/Simulink and CarMaker platforms.
文献关键词:
作者姓名:
Xiongxiong You;Xiaohong Jiao;Zeyi Wei;Yahui Zhang
作者机构:
Engineering Research Center of the Ministry of Education for Intelligent Control System and Intelligent Equipment,Yanshan University,Qinhuangdao 066000,Hebei,China;School of Electrical Engineering,Yanshan University,Qinhuangdao 066000,Hebei,China;School of Mechanical Engineering,Yanshan University,Qinhuangdao 066000,Hebei,China
引用格式:
[1]Xiongxiong You;Xiaohong Jiao;Zeyi Wei;Yahui Zhang-.Real-time energy management strategy based on predictive cruise control for hybrid electric vehicles)[J].控制理论与技术(英文版),2022(02):161-172
A类:
HEVs,COSM
B类:
Real,energy,management,strategy,predictive,cruise,control,hybrid,electric,vehicles,With,help,traffic,information,environment,EMS,proposed,preceding,speed,prediction,host,planning,dynamic,programming,DP,correction,improve,fuel,economy,conditional,linear,Gaussian,CLG,model,estimating,future,established,trained,by,utilizing,historical,data,Based,predicted,light,status,curve,can,ensure,that,follows,safety,complies,rules,simultaneously,planned,real,power,allocation,composed,offline,optimization,results,items,according,actual,operation,engine,effectiveness,verified,simulation,system,interconnected,Simulink,CarMaker,platforms
AB值:
0.532483
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