Jun He

Fault Diagnosis Based on Weighted Extreme Learning Machine With Wavelet Packet Decomposition and KPCA

Qin Hu, Aisong Qin, Qinghua Zhang et al. · IEEE Sensors Journal · 2018 · 121 citations

Fault Diagnosis, Reliability Engineering, Wavelet Packet Decomposition +15

Deep Transfer Learning Method Based on 1D‐CNN for Bearing Fault Diagnosis

Jun He, Xiang Li, Yong Chen et al. · Shock and Vibration · 2021 · 61 citations · Full text

Fault Diagnosis, Convolutional Neural Network, Mechanical Fault Diagnosis +9

A Deep Transfer Learning Fault Diagnosis Method Based on WGAN and Minimum Singular Value for Non-Homologous Bearing

Jun He, Ming Ouyang, Zhiwen Chen et al. · IEEE Transactions on Instrumentation and Measurement · 2022 · 51 citations

Fault Diagnosis, Engineering, Machine Learning +17

Blind Source Separation Method for Bearing Vibration Signals

Jun He, Yong Chen, Qinghua Zhang et al. · IEEE Access · 2017 · 21 citations · Full text

Clustering Method, Source Separation, Clustering (Nuclear Physics) +13

Few-Shot Learning for Fault Diagnosis: Semi-Supervised Prototypical Network with Pseudo-Labels

Jun He, Zheshuai Zhu, Xinyu Fan et al. · Symmetry · 2022 · 13 citations · Full text