Shuzhi Dong

Memory Residual Regression Autoencoder for Bearing Fault Detection

Xin Huang, Guangrui Wen, Shuzhi Dong et al. · IEEE Transactions on Instrumentation and Measurement · 2021 · 80 citations

Fault Diagnosis, Anomaly Detection, Machine Learning +15

An Intelligent Fault Diagnosis Method Based on Domain Adaptation and Its Application for Bearings Under Polytropic Working Conditions

Zihao Lei, Guangrui Wen, Shuzhi Dong et al. · IEEE Transactions on Instrumentation and Measurement · 2020 · 73 citations

Fault Diagnosis, Engineering, Machine Learning +17

Convolution enabled transformer via random contrastive regularization for rotating machinery diagnosis under time-varying working conditions

Haoxuan Zhou, Xin Huang, Guangrui Wen et al. · Mechanical Systems and Signal Processing · 2022 · 45 citations

Condition Monitoring, Image Analysis, Engineering +7

Transfer learning for bearing performance degradation assessment based on deep hierarchical features

Shuzhi Dong, Guangrui Wen, Zihao Lei et al. · ISA Transactions · 2020 · 31 citations

Engineering, Machine Learning, Data Science +10

A Novel Multiscale Lightweight Fault Diagnosis Model Based on the Idea of Adversarial Learning

Ping Zhang, Guangrui Wen, Shuzhi Dong et al. · IEEE Transactions on Instrumentation and Measurement · 2021 · 26 citations

Artificial Intelligence, Fault Diagnosis, Convolutional Neural Network +18