Jianping Xuan

Unsupervised domain-share CNN for machine fault transfer diagnosis from steady speeds to time-varying speeds

Hongru Cao, Haidong Shao, Xiang Zhong et al. · Journal of Manufacturing Systems · 2021 · 273 citations

Domain-share Cnn, Fault Diagnosis, Convolutional Neural Network +11

Research on tool wear prediction based on temperature signals and deep learning

Zhaopeng He, Tielin Shi, Jianping Xuan et al. · Wear · 2021 · 156 citations

Engineering, Machine Learning, Deep Learning +8

Milling tool wear prediction using multi-sensor feature fusion based on stacked sparse autoencoders

Zhaopeng He, Tielin Shi, Jianping Xuan · Measurement · 2022 · 113 citations

Stacked Sparse Autoencoders, Engineering, Machine Learning +11

Feature extraction based on semi-supervised kernel Marginal Fisher analysis and its application in bearing fault diagnosis

Li Jiang, Jianping Xuan, Tielin Shi · Mechanical Systems and Signal Processing · 2013 · 102 citations

Fault Diagnosis, Engineering, Machine Learning +11

A Novel End-To-End Fault Diagnosis Approach for Rolling Bearings by Integrating Wavelet Packet Transform into Convolutional Neural Network Structures

Shoucong Xiong, Hongdi Zhou, Shuai He et al. · Sensors · 2020 · 63 citations · Full text

Fault Diagnosis, Condition Monitoring, Deep Neural Networks +14