Jingshu Zhong

A dual attention LSTM lightweight model based on exponential smoothing for remaining useful life prediction

Jingshu Zhong, Yuxuan Zhang, Bin Xiao et al. · Reliability Engineering & System Safety · 2023 · 149 citations

Computing, Computer Science, Data Science +14

M-IPISincNet: An explainable multi-source physics-informed neural network based on improved SincNet for rolling bearings fault diagnosis

Jingshu Zhong, Yu Zheng, Chengtao Ruan et al. · Information Fusion · 2024 · 37 citations

Computing, Computer Science, Physics +16

Digital twin-driven prognostics and health management for industrial assets

Bin Xiao, Jingshu Zhong, Xiangyu Bao et al. · Scientific Reports · 2024 · 29 citations · Full text

Engineering, Industrial Engineering, Systems Engineering +17

Prediction model optimization of gas turbine remaining useful life based on transfer learning and simultaneous distillation pruning algorithm

Yu Zheng, Liang Chen, Xiangyu Bao et al. · Reliability Engineering & System Safety · 2024 · 17 citations

Computing, Chemical Engineering, Mechanical Engineering +17

A self-supervised contrastive change point detection method for industrial time series

Xiangyu Bao, Liang Chen, Jingshu Zhong et al. · Engineering Applications of Artificial Intelligence · 2024 · 10 citations

Computing, Computer Science, Industrial Engineering +12