Energy management for hybrid electric vehicles based on imitation reinforcement learning

Reinforcement Learning Optimized Look-Ahead Energy Management of a Parallel Hybrid Electric Vehicle

Teng Liu, Shengbo Eben Li, Dongpu Cao · IEEE/ASME Transactions on Mechatronics · 2017 · 395 citations · Full text

Engineering, Automotive Engineering, Autonomous Vehicles +16

Pontryagin’s Minimum Principle based model predictive control of energy management for a plug-in hybrid electric bus

Shaobo Xie, Zongke Xin, James Brighton · Applied Energy · 2018 · 383 citations · Full text

Engineering, Electrical Engineering, Energy Management +15

Review of electric vehicle energy storage and management system: Standards, issues, and challenges

Mohammad Kamrul Hasan, Md Mahmud, A.K.M. Ahasan Habib et al. · Journal of Energy Storage · 2021 · 359 citations · Full text

Engineering, Automotive Engineering, Electrical Engineering +14

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

Reinforcement Learning of Adaptive Energy Management With Transition Probability for a Hybrid Electric Tracked Vehicle

Teng Liu, Yuan Zou, Dexing Liu et al. · IEEE Transactions on Industrial Electronics · 2015 · 274 citations

Engineering, Automotive Engineering, Autonomous Systems +17