Shaojiang Dong

Bearing degradation process prediction based on the PCA and optimized LS-SVM model

Shaojiang Dong, Tianhong Luo · Measurement · 2013 · 212 citations

Condition Monitoring, Support Vector Machine, Engineering +8

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

Deep transfer learning based on Bi-LSTM and attention for remaining useful life prediction of rolling bearing

Shaojiang Dong, Jiafeng Xiao, Xiaolin Hu et al. · Reliability Engineering & System Safety · 2022 · 143 citations

Engineering, Machine Learning, Life Prediction +7

Method for eliminating mode mixing of empirical mode decomposition based on the revised blind source separation

Baoping Tang, Shaojiang Dong · Signal Processing · 2011 · 100 citations

Numerical Analysis, Source Separation, Engineering +8

Rolling bearing performance degradation assessment based on improved convolutional neural network with anti-interference

Shaojiang Dong, Wenliang Wu, Kun He et al. · Measurement · 2019 · 50 citations

Condition Monitoring, Engineering, Performance Degradation Assessment +2