Yixiao Liao

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

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

Deep Adversarial Capsule Network for Compound Fault Diagnosis of Machinery Toward Multidomain Generalization Task

Ruyi Huang, Jipu Li, Yixiao Liao et al. · IEEE Transactions on Instrumentation and Measurement · 2020 · 211 citations

Artificial Intelligence, Fault Diagnosis, Intelligent Fault Diagnosis +14

A Two-Stage Transfer Adversarial Network for Intelligent Fault Diagnosis of Rotating Machinery With Multiple New Faults

Jipu Li, Ruyi Huang, Guolin He et al. · IEEE/ASME Transactions on Mechatronics · 2020 · 206 citations

Artificial Intelligence, Fault Diagnosis, Convolutional Neural Network +19

Deep Decoupling Convolutional Neural Network for Intelligent Compound Fault Diagnosis

Ruyi Huang, Yixiao Liao, Shaohui Zhang et al. · IEEE Access · 2018 · 201 citations · Full text

Artificial Intelligence, Fault Diagnosis, Engineering +13