Sheng Xiang

Gated Dual Attention Unit Neural Networks for Remaining Useful Life Prediction of Rolling Bearings

Yi Qin, Dingliang Chen, Sheng Xiang et al. · IEEE Transactions on Industrial Informatics · 2020 · 251 citations

Engineering, Machine Learning, Life Prediction +16

Macroscopic–Microscopic Attention in LSTM Networks Based on Fusion Features for Gear Remaining Life Prediction

Yi Qin, Sheng Xiang, Yi Chai et al. · IEEE Transactions on Industrial Electronics · 2019 · 218 citations

Engineering, Machine Learning, Life Prediction +23

Multicellular LSTM-based deep learning model for aero-engine remaining useful life prediction

Sheng Xiang, Yi Qin, Jun Luo et al. · Reliability Engineering & System Safety · 2021 · 207 citations

Engineering, Machine Learning, Data Science +7

ReLTanh: An activation function with vanishing gradient resistance for SAE-based DNNs and its application to rotating machinery fault diagnosis

Xin Wang, Qin Yi, Yi Wang et al. · Neurocomputing · 2019 · 154 citations

Fault Diagnosis, Activation Function, Engineering +10

Long short-term memory neural network with weight amplification and its application into gear remaining useful life prediction

Sheng Xiang, Yi Qin, Caichao Zhu et al. · Engineering Applications of Artificial Intelligence · 2020 · 146 citations

Recurrent Neural Network, Engineering, Machine Learning +9