Changcheng Wu

The application of machine learning based energy management strategy in multi-mode plug-in hybrid electric vehicle, part I: Twin Delayed Deep Deterministic Policy Gradient algorithm design for hybrid mode

Changcheng Wu, Jiageng Ruan, Hanghang Cui et al. · Energy · 2022 · 86 citations

Engineering, Computer Science, Electrical Engineering +17

A comparative study of deep reinforcement learning based energy management strategy for hybrid electric vehicle

Zexing Wang, Hongwen He, Jiankun Peng et al. · Energy Conversion and Management · 2023 · 63 citations

Engineering, Automotive Engineering, Electric Vehicle Engineering +16

Advanced deep deterministic policy gradient based energy management strategy design for dual-motor four-wheel-drive electric vehicle

Jiageng Ruan, Changcheng Wu, Kaixuan Zhang et al. · Mechanism and Machine Theory · 2022 · 53 citations

Engineering, Automotive Engineering, Electric Vehicle Engineering +15

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

Efficient training for energy management in fuel cell hybrid electric vehicles: An imitation learning-embedded deep reinforcement learning framework

Jiankun Peng, Tinghui Ren, Zhijun Chen et al. · Journal of Cleaner Production · 2024 · 46 citations

Engineering, Automotive Engineering, Electric Vehicle Engineering +15