Shumei Chen

One-dimensional convolutional auto-encoder-based feature learning for fault diagnosis of multivariate processes

Shumei Chen, Jianbo Yu, Shijin Wang · Journal of Process Control · 2020 · 180 citations

Multivariate Processes, Fault Diagnosis, Engineering +7

One-dimensional convolutional neural network-based active feature extraction for fault detection and diagnosis of industrial processes and its understanding via visualization

Shumei Chen, Jianbo Yu, Shijin Wang · ISA Transactions · 2021 · 52 citations

Fault Diagnosis, Image Analysis, Machine Learning +10

Deep recurrent neural network‐based residual control chart for autocorrelated processes

Shumei Chen, Jianbo Yu · Quality and Reliability Engineering International · 2019 · 31 citations

Deep Neural Networks, Engineering, Machine Learning +15

Monitoring of complex profiles based on deep stacked denoising autoencoders

Shumei Chen, Jianbo Yu, Shijin Wang · Computers & Industrial Engineering · 2020 · 17 citations

Engineering, Machine Learning, Data Science +8