Rui Zhao

Deep learning and its applications to machine health monitoring

Rui Zhao, Ruqiang Yan, Zhenghua Chen et al. · Mechanical Systems and Signal Processing · 2018 · 2.6K citations

Computing, Computer Science, Data Science +14

Machine Health Monitoring Using Local Feature-Based Gated Recurrent Unit Networks

Rui Zhao, Dongzhe Wang, Kezhi Mao et al. · IEEE Transactions on Industrial Electronics · 2017 · 874 citations

Computing, Computer Science, Feature Engineering +16

Learning to Monitor Machine Health with Convolutional Bi-Directional LSTM Networks

Rui Zhao, Ruqiang Yan, Jinjiang Wang et al. · Sensors · 2017 · 734 citations · Full text

Computing, Computer Science, Machine Learning +15

A sparse auto-encoder-based deep neural network approach for induction motor faults classification

Wenjun Sun, Siyu Shao, Rui Zhao et al. · Measurement · 2016 · 692 citations

Computing, Computer Science, Electrical Engineering +10

Machine Remaining Useful Life Prediction via an Attention-Based Deep Learning Approach

Zhenghua Chen, Min Wu, Rui Zhao et al. · IEEE Transactions on Industrial Electronics · 2020 · 580 citations

Computing, Computer Science, Feature Engineering +16