Huachun Tan

Rule-interposing deep reinforcement learning based energy management strategy for power-split hybrid electric vehicle

Renzong Lian, Jiankun Peng, Yuankai Wu et al. · Energy · 2020 · 325 citations

Electrical Engineering, Engineering, Rule-interposing Deep Reinforcement +7

Deep reinforcement learning of energy management with continuous control strategy and traffic information for a series-parallel plug-in hybrid electric bus

Yuankai Wu, Huachun Tan, Jiankun Peng et al. · Applied Energy · 2019 · 318 citations

Electrical Engineering, Engineering, Deep Reinforcement Learning +7

Energy management of hybrid electric bus based on deep reinforcement learning in continuous state and action space

Huachun Tan, Hailong Zhang, Jiankun Peng et al. · Energy Conversion and Management · 2019 · 169 citations

Electrical Engineering, Hybrid Electric Bus, Engineering +9

Cross-Type Transfer for Deep Reinforcement Learning Based Hybrid Electric Vehicle Energy Management

Renzong Lian, Huachun Tan, Jiankun Peng et al. · IEEE Transactions on Vehicular Technology · 2020 · 149 citations

Cross-type Transfer, Engineering, Machine Learning +14

Hybrid Electric Vehicle Energy Management With Computer Vision and Deep Reinforcement Learning

Yong Wang, Huachun Tan, Yuankai Wu et al. · IEEE Transactions on Industrial Informatics · 2020 · 135 citations

Engineering, Machine Learning, Available Visual Information +17