Chunyang Qi

Hierarchical reinforcement learning based energy management strategy for hybrid electric vehicle

Chunyang Qi, Yiwen Zhu, Chuanxue Song et al. · Energy · 2021 · 134 citations

Engineering, Energy Management Strategy, Intelligent Energy System +7

Generalization ability of hybrid electric vehicle energy management strategy based on reinforcement learning method

Chunyang Qi, Chuanxue Song, Feng Xiao et al. · Energy · 2022 · 54 citations

Energy Control, Engineering, Intelligent Energy System +8

Self-supervised reinforcement learning-based energy management for a hybrid electric vehicle

Chunyang Qi, Yiwen Zhu, Chuanxue Song et al. · Journal of Power Sources · 2021 · 46 citations

Electrical Engineering, Engineering, Energy Efficiency +6

Energy management strategy for fuel cell electric vehicles based on scalable reinforcement learning in novel environment

Da Wang, Lei Mei, Feng Xiao et al. · International Journal of Hydrogen Energy · 2024 · 30 citations

Electrical Engineering, Energy Management Strategy, Engineering +10

Energy management of hybrid electric vehicles based on inverse reinforcement learning

Hengxu Lv, Chunyang Qi, Chuanxue Song et al. · Energy Reports · 2022 · 27 citations · Full text