Kai Liu

The application of machine learning-based energy management strategy in a multi-mode plug-in hybrid electric vehicle, part II: Deep deterministic policy gradient algorithm design for electric mode

Jiageng Ruan, Changcheng Wu, Zhaowen Liang et al. · Energy · 2023 · 50 citations · Full text

Engineering, Automotive Engineering, Computer Science +17

Rule and optimization combined real-time energy management strategy for minimizing cost of fuel cell hybrid electric vehicles

Jinglai Wu, Yunqing Zhang, Jiageng Ruan et al. · Energy · 2023 · 46 citations

Engineering, Automotive Engineering, Energy Management +13

Electric-thermal collaborative control and multimode energy flow analysis of fuel cell hybrid electric vehicles in low-temperature regions

Xiao Yu, C.-T Lin, Peng Xie et al. · eTransportation · 2024 · 27 citations

Engineering, Electrical Engineering, Systems Engineering +17

Soft actor-critic-based EMS design for dual motor battery electric bus

Zhaowen Liang, Jiageng Ruan, Zhenpo Wang et al. · Energy · 2023 · 24 citations · Full text

Engineering, Electrical Engineering, Systems Engineering +14

Optimal Control Strategy for Parallel Plug-in Hybrid Electric Vehicles Based on Dynamic Programming

Ying Tian, Jiaqi Liu, Qiangqiang Yao et al. · World Electric Vehicle Journal · 2021 · 20 citations · Full text

Engineering, Automotive Engineering, Electric Vehicle Engineering +16