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 · 2.4K citations

Engineering, Intelligent Diagnostics, Machine Learning +2

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

Rui Zhao, Dongzhe Wang, Ruqiang Yan et al. · IEEE Transactions on Industrial Electronics · 2017 · 852 citations

Convolutional Neural Network, Engineering, Machine Learning +19

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

Rui Zhao, Ruqiang Yan, Jinjiang Wang et al. · Sensors · 2017 · 717 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

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

Wenjun Sun, Siyu Shao, Rui Zhao et al. · Measurement · 2016 · 682 citations

Fault Diagnosis, Engineering, Machine Learning +5

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 · 549 citations

Convolutional Neural Network, Engineering, Machine Learning +22