Energy management strategy for power-split plug-in hybrid electric vehicle based on MPC and double Q-learning

Rule based energy management strategy for a series–parallel plug-in hybrid electric bus optimized by dynamic programming

Jiankun Peng, Hongwen He, Rui Xiong · Applied Energy · 2016 · 725 citations

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Reinforcement learning-based real-time power management for hybrid energy storage system in the plug-in hybrid electric vehicle

Rui Xiong, Jiayi Cao, Quanqing Yu · Applied Energy · 2017 · 560 citations

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Thorough state-of-the-art analysis of electric and hybrid vehicle powertrains: Topologies and integrated energy management strategies

Dai-Duong Tran, Majid Vafaeipour, Mohamed El Baghdadi et al. · Renewable and Sustainable Energy Reviews · 2019 · 543 citations · Full text

Engineering, Automotive Engineering, Electrical Engineering +17

Continuous reinforcement learning of energy management with deep Q network for a power split hybrid electric bus

Jingda Wu, Hongwen He, Jiankun Peng et al. · Applied Energy · 2018 · 418 citations

Engineering, Electrical Engineering, Energy Management +15

Pontryagin’s Minimum Principle based model predictive control of energy management for a plug-in hybrid electric bus

Shaobo Xie, Zongke Xin, James Brighton · Applied Energy · 2018 · 383 citations · Full text

Engineering, Electrical Engineering, Energy Management +15