Jiankun Peng

Rule based energy management strategy for a series–parallel plug-in hybrid electric bus optimized by dynamic programming

Jiankun Peng, Hongwen He, Rui Xiong · Applied Energy · 2016 · 703 citations

Electrical Engineering, Energy Management Strategy, Engineering +9

Continuous reinforcement learning of energy management with deep Q network for a power split hybrid electric bus

Jingda Wu, Hongwen He, Jiankun Peng et al. · Applied Energy · 2018 · 410 citations

Electrical Engineering, Engineering, Continuous Reinforcement Learning +8

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 based on reinforcement learning with double deep Q-learning for a hybrid electric tracked vehicle

Xuefeng Han, Hongwen He, Jingda Wu et al. · Applied Energy · 2019 · 254 citations

Engineering, Deep Reinforcement Learning, Energy Efficiency +6