Siyu Shao

Highly Accurate Machine Fault Diagnosis Using Deep Transfer Learning

Siyu Shao, Stephen McAleer, Pierre Baldi · IEEE Transactions on Industrial Informatics · 2018 · 1.6K citations

Computing, Computer Science, Mechanical Engineering +17

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

Generative adversarial networks for data augmentation in machine fault diagnosis

Siyu Shao, Pu Wang, Ruqiang Yan · Computers in Industry · 2019 · 542 citations

Computing, Computer Engineering, Computer Science +16

DCNN-Based Multi-Signal Induction Motor Fault Diagnosis

Siyu Shao, Yadong Lu, Peng Wang et al. · IEEE Transactions on Instrumentation and Measurement · 2019 · 426 citations

Computing, Computer Science, Computer Vision +16

Convolutional Discriminative Feature Learning for Induction Motor Fault Diagnosis

Wenjun Sun, Rui Zhao, Ruqiang Yan et al. · IEEE Transactions on Industrial Informatics · 2017 · 290 citations

Computing, Computer Science, Computer Vision +16