Fan Xu

State-of-Charge Estimation of Lithium-Ion Batteries via Long Short-Term Memory Network

Fangfang Yang, Xiangbao Song, Fan Xu et al. · IEEE Access · 2019 · 211 citations · Full text

State Estimation, Nonlinear System Identification, Electrical Engineering +15

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

Life prediction of lithium-ion batteries based on stacked denoising autoencoders

Fan Xu, Fangfang Yang, Zicheng Fei et al. · Reliability Engineering & System Safety · 2020 · 140 citations

Electric Battery, Electrical Engineering, Engineering +10

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