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Dezhou Xu

China University of Mining and Technology (CUMT) - School of Mechatronics Engineering

China

  • China University of Mining and Technology (CUMT) - School of Mechatronics Engineering

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A Soft Actor-Critic-Based Energy Management Strategy for Electric Vehicles with Hybrid Energy Storage Systems

Number of pages: 27 Posted: 21 Dec 2021
Dezhou Xu, Yunduan Cui, Jiaye Ye, Suk Won Cha, Aimin Li and chunhua zheng
China University of Mining and Technology (CUMT) - School of Mechatronics Engineering, Chinese Academy of Sciences (CAS) - Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences (CAS) - Shenzhen Institute of Advanced Technology, Seoul National University - School of Mechanical and Aerospace Engineering, China University of Mining and Technology (CUMT) - School of Mechatronics Engineering and Chinese Academy of Sciences (CAS) - Shenzhen Institute of Advanced Technology
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Citation 10

Abstract:

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Soft actor-critic, Deep reinforcement learning, Hybrid energy storage system, Electric vehicle, Energy management strategy