Xuyun Fu

Deep Residual Shrinkage Networks for Fault Diagnosis

Minghang Zhao, Shisheng Zhong, Xuyun Fu et al. · IEEE Transactions on Industrial Informatics · 2019 · 1.3K citations

Fault Diagnosis, Convolutional Neural Network, Deep Neural Networks +15

Deep Residual Networks With Adaptively Parametric Rectifier Linear Units for Fault Diagnosis

Minghang Zhao, Shisheng Zhong, Xuyun Fu et al. · IEEE Transactions on Industrial Electronics · 2020 · 199 citations

Fault Diagnosis, Convolutional Neural Network, Engineering +21

Highly imbalanced fault diagnosis of mechanical systems based on wavelet packet distortion and convolutional neural networks

Minghang Zhao, Xuyun Fu, Yongjian Zhang et al. · Advanced Engineering Informatics · 2022 · 77 citations

Wavelet Packet Distortion, Fault Diagnosis, Imbalanced Fault Diagnosis +11

Highly imbalanced fault diagnosis of gas turbines via clustering-based downsampling and deep siamese self-attention network

Dan Liu, Shisheng Zhong, Lin Lin et al. · Advanced Engineering Informatics · 2022 · 74 citations

Fault Diagnosis, Gas Turbines, Imbalanced Fault Diagnosis +10

Feature-level SMOTE: Augmenting fault samples in learnable feature space for imbalanced fault diagnosis of gas turbines

Dan Liu, Shisheng Zhong, Lin Lin et al. · Expert Systems with Applications · 2023 · 69 citations

Fault Diagnosis, Reliability Engineering, Imbalanced Fault Diagnosis +14