Battery health-aware and naturalistic data-driven energy management for hybrid electric bus based on TD3 deep reinforcement learning algorithm

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

A lumped-parameter electro-thermal model for cylindrical batteries

Xinfan Lin, Hector E. Perez, Shankar Mohan et al. · Journal of Power Sources · 2014 · 641 citations

Engineering, Chemical Engineering, Electrical Engineering +14

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

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

Modified Gaussian Process Regression Models for Cyclic Capacity Prediction of Lithium-Ion Batteries

Kailong Liu, Zhongbao Wei, Yi Li et al. · IEEE Transactions on Transportation Electrification · 2019 · 355 citations

Engineering, Chemical Engineering, Materials Engineering +17