Siyu Shao

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 10

Top Topics

Induction Motor

Fault Diagnosis

Electronic Equipment

Top Venues

IEEE Trans. Instrum. Meas.

IEEE Trans. Ind. Informatics

Adv. Eng. Informatics

Publications

Hairui Fang, Jin Deng, Dongsheng Chen, Wenjuan Jiang, Siyu Shao, Mingcong Tang, Jingjing Liu
You can get smaller: A lightweight self-activation convolution unit modified by transformer for fault diagnosis. Adv. Eng. Informatics 55 (2023)
Hairui Fang, Jin Deng, Yaoxu Bai, Bo Feng, Sheng Li, Siyu Shao, Dongsheng Chen
CLFormer: A Lightweight Transformer Based on Convolutional Embedding and Linear Self-Attention With Strong Robustness for Bearing Fault Diagnosis Under Limited Sample Conditions. IEEE Trans. Instrum. Meas. 71 (2022)
Hairui Fang, Jin Deng, Bo Zhao, Yan Shi, Jianye Zhou, Siyu Shao
LEFE-Net: A Lightweight Efficient Feature Extraction Network With Strong Robustness for Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 70 (2021)
Xinyu Yang, Fulin Chi, Siyu Shao, Qiang Zhang
Bearing Fault Diagnosis under Variable Working Conditions Based on Deep Residual Shrinkage Networks and Transfer Learning. J. Sensors 2021 (2021)
Hao Zhang, Qiang Zhang, Siyu Shao, Tianlin Niu, Xinyu Yang
Attention-Based LSTM Network for Rotatory Machine Remaining Useful Life Prediction. IEEE Access 8 (2020)
Siyu Shao, Ruqiang Yan, Yadong Lu, Peng Wang, Robert X. Gao
DCNN-Based Multi-Signal Induction Motor Fault Diagnosis. IEEE Trans. Instrum. Meas. 69 (6) (2020)
Siyu Shao, Stephen McAleer, Ruqiang Yan, Pierre Baldi
Highly Accurate Machine Fault Diagnosis Using Deep Transfer Learning. IEEE Trans. Ind. Informatics 15 (4) (2019)
Pu Wang, Borui Hou, Siyu Shao, Ruqiang Yan
ECG Arrhythmias Detection Using Auxiliary Classifier Generative Adversarial Network and Residual Network. IEEE Access 7 (2019)
Siyu Shao, Pu Wang, Ruqiang Yan
Generative adversarial networks for data augmentation in machine fault diagnosis. Comput. Ind. 106 (2019)
Wenjun Sun, Rui Zhao, Ruqiang Yan, Siyu Shao, Xuefeng Chen
Convolutional Discriminative Feature Learning for Induction Motor Fault Diagnosis. IEEE Trans. Ind. Informatics 13 (3) (2017)