A real-time energy management and speed controller for an electric vehicle powered by a hybrid energy storage system

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dc.contributor.author Zhang, Lijun
dc.contributor.author Ye, Xianming
dc.contributor.author Xia, Xiaohua
dc.contributor.author Barzegar, Farshad
dc.date.accessioned 2020-12-04T10:41:40Z
dc.date.available 2020-12-04T10:41:40Z
dc.date.issued 2020-10
dc.description.abstract A real-time unified speed control and power flow management system for an electric vehicle (EV) powered by a battery-supercapacitor hybrid energy storage system (HESS) is developed following a nonlinear control system technique. In view of the coupling between energy management and HESS sizing, a HESS sizing model is developed in this article to optimally determine the size of HESS to serve an EV using the controller designed. The objectives of the controller are to track the set speed of the vehicle with globally exponential stability and to make use of the HESS wisely to reduce battery stress. The design provides a compound controller by exploiting the physical origins of the vehicles' power demand. The controller and HESS sizing system designed are simulated on a standard urban dynamometer driving schedule and a recorded actual city driving cycle for a full-size EV to demonstrate their effectiveness. en_ZA
dc.description.department Electrical, Electronic and Computer Engineering en_ZA
dc.description.librarian hj2020 en_ZA
dc.description.sponsorship The National Research Foundation and the University of Pretoria. en_ZA
dc.description.uri http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=9424 en_ZA
dc.identifier.citation Zhang, L.J., Ye, X.M., Xia, X.H. et al. 2020, 'A real-time energy management and speed controller for an electric vehicle powered by a hybrid energy storage system', IEEE Transactions on Industrial Informatics, vol. 16, no. 10, pp. 6272-6280. en_ZA
dc.identifier.issn 1551-3203
dc.identifier.uri http://hdl.handle.net/2263/77280
dc.language.iso en en_ZA
dc.publisher Institute of Electrical and Electronics Engineers en_ZA
dc.rights © 2020 IEEE. Personal use is permitted, but republication/redistribution requires IEEE permission. en_ZA
dc.subject Resistance en_ZA
dc.subject Aerodynamics en_ZA
dc.subject Power demand en_ZA
dc.subject Supercapacitors en_ZA
dc.subject Real-time systems en_ZA
dc.subject Speed control en_ZA
dc.subject Electric vehicles en_ZA
dc.subject Controller design en_ZA
dc.subject Battery powered vehicles en_ZA
dc.subject Couplings en_ZA
dc.subject Dynamometers en_ZA
dc.subject Energy management system en_ZA
dc.subject Nonlinear control systems en_ZA
dc.subject Hybrid electric vehicles en_ZA
dc.subject Hybrid energy storage system (HESS) en_ZA
dc.title A real-time energy management and speed controller for an electric vehicle powered by a hybrid energy storage system en_ZA
dc.type Postprint Article en_ZA


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