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 · 168 citations

Computing, Computer Science, Data Science +17

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 · 47 citations

Agriculture, Computer Engineering, Fault-tolerant Systems +14

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 · 46 citations

Engineering, Industrial Engineering, Condition Assessment +14

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 · 43 citations

Engineering, Industrial Engineering, Systems Engineering +16

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

Engineering, Mechanical Engineering, Computational Mechanics +12