Zhongkui Zhu

Multi-scale deep intra-class transfer learning for bearing fault diagnosis

Xu Wang, Changqing Shen, Min Xia et al. · Reliability Engineering & System Safety · 2020 · 299 citations · Full text

Fault Diagnosis, Engineering, Machine Learning +5

Stacked Sparse Autoencoder-Based Deep Network for Fault Diagnosis of Rotating Machinery

Yumei Qi, Changqing Shen, Dong Wang et al. · IEEE Access · 2017 · 234 citations · Full text

Fault Diagnosis, Engineering, Machine Learning +13

Bearing fault diagnosis via generalized logarithm sparse regularization

Ziwei Zhang, Weiguo Huang, Yi Liao et al. · Mechanical Systems and Signal Processing · 2021 · 225 citations

Fault Diagnosis, Engineering, Fault Estimation +5

A coarse-to-fine decomposing strategy of VMD for extraction of weak repetitive transients in fault diagnosis of rotating machines

Xingxing Jiang, Jun Wang, Juanjuan Shi et al. · Mechanical Systems and Signal Processing · 2018 · 224 citations

Fault Diagnosis, Condition Monitoring, Engineering +6

Initial center frequency-guided VMD for fault diagnosis of rotating machines

Xingxing Jiang, Changqing Shen, Juanjuan Shi et al. · Journal of Sound and Vibration · 2018 · 194 citations

Fault Diagnosis, Condition Monitoring, Engineering +6