Kai Wang

Performance Analysis of Dynamic PCA for Closed-Loop Process Monitoring and Its Improvement by Output Oversampling Scheme

Junghui Chen, Kai Wang, Zhihuan Song, 2019, IEEE Transactions on Control Systems Technology.

Deep Learning of Complex Batch Process Data and Its Application on Quality Prediction

Junghui Chen, Zhihuan Song, Kai Wang, 2020, IEEE Transactions on Industrial Informatics.

A new excitation scheme for closed-loop subspace identification using additional sampling outputs and its extension to instrumental variable method

Junghui Chen, Kai Wang, Zhihuan Song, 2018, J. Frankl. Inst..

Systematic Development of a New Variational Autoencoder Model Based on Uncertain Data for Monitoring Nonlinear Processes

Junghui Chen, Zhihuan Song, Kai Wang, 2019, IEEE Access.

Data-driven sensor fault diagnosis systems for linear feedback control loops

Junghui Chen, Zhihuan Song, Kai Wang, 2017 .

Data-Driven Dynamic Modeling and Online Monitoring for Multiphase and Multimode Batch Processes with Uneven Batch Durations

Junghui Chen, Kai Wang, R. Bhushan Gopaluni, 2019, Industrial & Engineering Chemistry Research.

Accelerated Kernel Canonical Correlation Analysis with Fault Relevance for Nonlinear Process Fault Isolation

Zhihuan Song, Lingjian Ye, Jiaxin Yu, 2019, Industrial & Engineering Chemistry Research.

Concurrent Fault Detection and Anomaly Location in Closed-Loop Dynamic Systems With Measured Disturbances

Junghui Chen, Zhihuan Song, Kai Wang, 2019, IEEE Transactions on Automation Science and Engineering.

A sparse loading-based contribution method for multivariate control performance diagnosis

Junghui Chen, Kai Wang, Zhihuan Song, 2020 .