Shuai Yang

Deep learning fault diagnosis method based on global optimization GAN for unbalanced data

Funa Zhou, Shuai Yang, Hamido Fujita et al. · Knowledge-Based Systems · 2019 · 553 citations

Fault Diagnosis, Global Optimization Gan, Engineering +9

Transfer Learning Based Fault Diagnosis with Missing Data Due to Multi-Rate Sampling

Danmin Chen, Shuai Yang, Funa Zhou · Sensors · 2019 · 54 citations · Full text

Fault Diagnosis, Engineering, Machine Learning +17

A Multimodal Feature Fusion-Based Deep Learning Method for Online Fault Diagnosis of Rotating Machinery

Funa Zhou, Po Hu, Shuai Yang et al. · Sensors · 2018 · 34 citations · Full text

Fault Diagnosis, Engineering, Machine Learning +17

Incipient Fault Diagnosis Based on DNN with Transfer Learning

Danmin Chen, Shuai Yang, Funa Zhou · 2018 · 21 citations

Fault Diagnosis, Incipient Fault, Engineering +12

Fault diagnosis based on deep learning by extracting inherent common feature of multi-source heterogeneous data

Funa Zhou, Shuai Yang, Yifan He et al. · Proceedings of the Institution of Mechanical Engineers Part I Journal of Systems and Control Engineering · 2020 · 11 citations