Xinyu Gu

A novel state-of-health estimation for the lithium-ion battery using a convolutional neural network and transformer model

Xinyu Gu, Khay Wai See, Penghua Li et al. · Energy · 2022 · 287 citations

Electric Battery, Electrical Engineering, Convolutional Neural Network +8

Critical review and functional safety of a battery management system for large-scale lithium-ion battery pack technologies

Khay Wai See, Guofa Wang, Yong Zhang et al. · International Journal of Coal Science & Technology · 2022 · 125 citations · Full text

A time-series Wasserstein GAN method for state-of-charge estimation of lithium-ion batteries

Xinyu Gu, Khay Wai See, Yanbin Liu et al. · Journal of Power Sources · 2023 · 57 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

A Machine Learning Study of Predicting Mixing and Segregation Behaviors in a Bidisperse Solid–Liquid Fluidized Bed

Zhouzun Xie, Xinyu Gu, Yansong Shen · Industrial & Engineering Chemistry Research · 2022 · 48 citations

Convolutional Neural Network, Engineering, Machine Learning +16

The Sliding Window and SHAP Theory—An Improved System with a Long Short-Term Memory Network Model for State of Charge Prediction in Electric Vehicle Application

Xinyu Gu, KW See, Yunpeng Wang et al. · Energies · 2021 · 23 citations · Full text

Power Engineering, Machine Learning, Engineering +18