Zhelin Huang

Lifespan prediction of lithium-ion batteries based on various extracted features and gradient boosting regression tree model

Fangfang Yang, Dong Wang, Fan Xu et al. · Journal of Power Sources · 2020 · 203 citations

Engineering, Machine Learning, Data Science +13

Convolutional Gated Recurrent Unit–Recurrent Neural Network for State-of-Charge Estimation of Lithium-Ion Batteries

Zhelin Huang, Fangfang Yang, Fan Xu et al. · IEEE Access · 2019 · 170 citations · Full text

Structured Prediction, Convolutional Neural Network, Engineering +17

Constructing a health indicator for roller bearings by using a stacked auto-encoder with an exponential function to eliminate concussion

Fan Xu, Zhelin Huang, Fangfang Yang et al. · Applied Soft Computing · 2020 · 76 citations

Kinesiology, Health Sciences, Stacked Auto-encoder +13

State of health prediction of lithium-ion batteries based on autoregression with exogenous variables model

Zhelin Huang, Fan Xu, Fangfang Yang · Energy · 2022 · 39 citations

Electric Battery, Exogenous Variables Model, Health Prediction +13

Bearing Performance Degradation Assessment Based on Ensemble Empirical Mode Decomposition and Affinity Propagation Clustering

Fan Xu, Xiangbao Song, Kwok‐Leung Tsui et al. · IEEE Access · 2019 · 34 citations · Full text