Hailong Zhang

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 · 348 citations

Engineering, Automotive Engineering, Electric Vehicle Engineering +15

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 · 322 citations

Engineering, Electrical Engineering, Electric Vehicle Engineering +16

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 · 176 citations

Engineering, Electrical Engineering, Energy Management +16

Coupled application of generative adversarial networks and conventional neural networks for travel mode detection using GPS data

Linchao Li, Jiasong Zhu, Hailong Zhang et al. · Transportation Research Part A Policy and Practice · 2020 · 66 citations

Computing, Computer Science, Geoinformatics +17

Hierarchical reinforcement learning based energy management strategy of plug-in hybrid electric vehicle for ecological car-following process

Hailong Zhang, Jiankun Peng, Hanxuan Dong et al. · Applied Energy · 2023 · 62 citations

Engineering, Automotive Engineering, Environmental Engineering +17