Renzong Lian

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

Cross-Type Transfer for Deep Reinforcement Learning Based Hybrid Electric Vehicle Energy Management

Renzong Lian, Huachun Tan, Jiankun Peng et al. · IEEE Transactions on Vehicular Technology · 2020 · 149 citations

Cross-type Transfer, Engineering, Machine Learning +14

An Improved Energy Management Strategy for Hybrid Electric Vehicles Integrating Multistates of Vehicle-Traffic Information

Hongwen He, Yunlong Wang, Jianwei Li et al. · IEEE Transactions on Transportation Electrification · 2021 · 99 citations

Engineering, Deep Transfer Learning, Including Vehicle-to-grid +18

Continuous Reinforcement Learning-Based Energy Management Strategy for Hybrid Electric-Tracked Vehicles

Ruoyan Han, Renzong Lian, Hongwen He et al. · IEEE Journal of Emerging and Selected Topics in Power Electronics · 2021 · 49 citations

Auto-Tuning Dynamics Parameters of Intelligent Electric Vehicles via Bayesian Optimization

Yong Wang, Renzong Lian, Hongwen He et al. · IEEE Transactions on Transportation Electrification · 2023 · 16 citations