Guangyao Zhang

Wind turbine fault diagnosis based on transfer learning and convolutional autoencoder with small-scale data

Yanting Li, Wenbo Jiang, Guangyao Zhang et al. · Renewable Energy · 2021 · 161 citations

Convolutional Autoencoder, Fault Diagnosis, Engineering +10

A fault diagnosis method for wind turbines with limited labeled data based on balanced joint adaptive network

Guangyao Zhang, Yanting Li, Wenbo Jiang et al. · Neurocomputing · 2022 · 45 citations

Fault Diagnosis, Reliability Engineering, Engineering +8

Canonical correlation analysis of dimension reduced degradation feature space for machinery condition monitoring

Xiaomeng Li, Yi Wang, Baoping Tang et al. · Mechanical Systems and Signal Processing · 2022 · 41 citations

Fault Diagnosis, Engineering, Industrial Engineering +16

Health indicator based on signal probability distribution measures for machinery condition monitoring

Guangyao Zhang, Yi Wang, Xiaomeng Li et al. · Mechanical Systems and Signal Processing · 2023 · 41 citations

Condition Monitoring, Engineering, Measurement +12

Enhanced symplectic geometry mode decomposition and its application to rotating machinery fault diagnosis under variable speed conditions

Guangyao Zhang, Yi Wang, Xiaomeng Li et al. · Mechanical Systems and Signal Processing · 2022 · 38 citations

Fault Diagnosis, Condition Monitoring, Variable Speed Conditions +9