Konstantinos Gryllias

A perspective survey on deep transfer learning for fault diagnosis in industrial scenarios: Theories, applications and challenges

Weihua Li, Ruyi Huang, Jipu Li et al. · Mechanical Systems and Signal Processing · 2021 · 742 citations · Full text

Artificial Intelligence, Fault Diagnosis, Engineering +11

A deep learning method for bearing fault diagnosis based on Cyclic Spectral Coherence and Convolutional Neural Networks

Zhuyun Chen, Alexandre Mauricio, Weihua Li et al. · Mechanical Systems and Signal Processing · 2020 · 437 citations · Full text

Fault Diagnosis, Engineering, Machine Learning +8

Mechanical fault diagnosis using Convolutional Neural Networks and Extreme Learning Machine

Zhuyun Chen, Konstantinos Gryllias, Weihua Li · Mechanical Systems and Signal Processing · 2019 · 374 citations · Full text

Fault Diagnosis, Mechanical Fault Diagnosis, Machine Learning +11

Intelligent Fault Diagnosis for Rotary Machinery Using Transferable Convolutional Neural Network

Zhuyun Chen, Konstantinos Gryllias, Weihua Li · IEEE Transactions on Industrial Informatics · 2019 · 325 citations · Full text

Artificial Intelligence, Fault Diagnosis, Convolutional Neural Network +23

Domain Adversarial Transfer Network for Cross-Domain Fault Diagnosis of Rotary Machinery

Zhuyun Chen, Guolin He, Jipu Li et al. · IEEE Transactions on Instrumentation and Measurement · 2020 · 276 citations · Full text

Artificial Intelligence, Fault Diagnosis, Target Domain +18