Yuri A.W. Shardt

Deep Learning With Spatiotemporal Attention-Based LSTM for Industrial Soft Sensor Model Development

Xiaofeng Yuan, Lin Li, Yuri A.W. Shardt et al. · IEEE Transactions on Industrial Electronics · 2020 · 463 citations

Artificial Intelligence, Engineering, Machine Learning +17

A Just-In-Time-Learning-Aided Canonical Correlation Analysis Method for Multimode Process Monitoring and Fault Detection

Zhiwen Chen, Chang Liu, Steven X. Ding et al. · IEEE Transactions on Industrial Electronics · 2020 · 146 citations

Fault Diagnosis, Engineering, Machine Learning +17

Soft sensor model for dynamic processes based on multichannel convolutional neural network

Xiaofeng Yuan, Shuaibin Qi, Yuri A.W. Shardt et al. · Chemometrics and Intelligent Laboratory Systems · 2020 · 123 citations

Soft Sensor Model, Dynamic Processes, Engineering +9

Improved canonical correlation analysis-based fault detection methods for industrial processes

Zhiwen Chen, Kai Zhang, Steven X. Ding et al. · Journal of Process Control · 2016 · 120 citations

Fault Diagnosis, Reliability Engineering, Engineering +12

Deep learning for fault-relevant feature extraction and fault classification with stacked supervised auto-encoder

Yalin Wang, Haibing Yang, Xiaofeng Yuan et al. · Journal of Process Control · 2020 · 120 citations

Fault Diagnosis, Engineering, Machine Learning +9