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 · 725 citations

Engineering, Computer Engineering, Electrical Engineering +16

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 · 418 citations

Engineering, Electrical Engineering, Energy Management +15

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 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 · 265 citations

Engineering, Automotive Engineering, Autonomous Systems +14