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 · 261 citations

Computing, Computer Science, Mechanical Engineering +17

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 · 223 citations

Computing, Computer Science, Mechanical Engineering +17

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 · 223 citations

Computing, Aerospace Engineering, Computer Science +12

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 · 159 citations

Computing, Computer Science, Computer Vision +16

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 · 147 citations

Engineering, Mechanical Engineering, Systems Engineering +15