Xuyang Zhao

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

Ruchen Huang, Hongwen He, Xuyang Zhao et al. · Applied Energy · 2022 · 142 citations

Electrical Engineering, Hybrid Electric Bus, Engineering +11

Longevity-aware energy management for fuel cell hybrid electric bus based on a novel proximal policy optimization deep reinforcement learning framework

Ruchen Huang, Hongwen He, Xuyang Zhao et al. · Journal of Power Sources · 2023 · 104 citations

Electrical Engineering, Longevity-aware Energy Management, Engineering +8

A novel hierarchical predictive energy management strategy for plug-in hybrid electric bus combined with deep deterministic policy gradient

Hongwen He, Ruchen Huang, Xiangfei Meng et al. · Journal of Energy Storage · 2022 · 59 citations

Electrical Engineering, Engineering, Intelligent Energy System +9

Voltage abnormality-based fault diagnosis for batteries in electric buses with a self-adapting update model

Hongwen He, Xuyang Zhao, Jianwei Li et al. · Journal of Energy Storage · 2022 · 37 citations

Self-adapting Update Model, Fault Diagnosis, Electrical Engineering +10

From Grayscale Image to Battery Aging Awareness—A New Battery Capacity Estimation Model With Computer Vision Approach

Xuyang Zhao, Hongwen He, Jianwei Li et al. · IEEE Transactions on Industrial Informatics · 2022 · 23 citations

Computer Vision Approach, Grayscale Image, Machine Vision +15