Yi Qin

Deep discriminative transfer learning network for cross-machine fault diagnosis

Quan Qian, Yi Qin, Jun Luo et al. · Mechanical Systems and Signal Processing · 2022 · 317 citations

Fault Diagnosis, Engineering, Machine Learning +7

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

A New Family of Model-Based Impulsive Wavelets and Their Sparse Representation for Rolling Bearing Fault Diagnosis

Yi Qin · IEEE Transactions on Industrial Electronics · 2017 · 238 citations

Fault Diagnosis, New Family, Their Sparse Representation +14

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

The Optimized Deep Belief Networks With Improved Logistic Sigmoid Units and Their Application in Fault Diagnosis for Planetary Gearboxes of Wind Turbines

Yi Qin, Xin Wang, Jingqiang Zou · IEEE Transactions on Industrial Electronics · 2018 · 212 citations

Artificial Intelligence, Fault Diagnosis, Condition Monitoring +15