Student’s-<i>t</i> Mixture Regression-Based Robust Soft Sensor Development for Multimode Industrial Processes

by Jingbo Wang, Weiming Shao, Zhihuan Song
Published 2018-11-01

Recursive Gaussian Process Regression Model for Adaptive Quality Monitoring in Batch Processes

by Le Zhou, Junghui Chen, Zhihuan Song
Published 2015-01-01

Robust Supervised Probabilistic Factor Analysis and Its Application to Industrial Soft Sensor Modeling

by Weiming Shao, Hongwei Zhang, Zhihuan Song
Published 2019-01-01

Data Mining and Analytics in the Process Industry: The Role of Machine Learning

by Zhiqiang Ge, Zhihuan Song, Steven X. Ding, Biao Huang
Published 2017-01-01

Determination of State Changes for Distributed Parameter Systems Based on Quantitative POD Angle Analysis

by Hongwei GUAN, Lingjian YE, Zhihuan SONG, Xiushui MA, Xiongfei ZHI
Published 2014-06-01

Primary-Auxiliary Statistical Local Kernel Principal Component Analysis and Its Application to Incipient Fault Detection of Nonlinear Industrial Processes

by Xiaogang Deng, Peipei Cai, Jiawei Deng, Yuping Cao, Zhihuan Song
Published 2019-01-01

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

by Kai Wang, Michael G. Forbes, Bhushan Gopaluni, Junghui Chen, Zhihuan Song
Published 2019-01-01