Integrating Canonical Variate Analysis and Kernel Independent Component Analysis for Tennessee Eastman Process Monitoring
Author:
Affiliation:
1. College of Electrical Engineering and Information Technology, Sichuan University
2. Sanya ZTE Software Co., Ltd.
Publisher
Society of Chemical Engineers, Japan
Subject
General Chemical Engineering,General Chemistry
Link
https://www.jstage.jst.go.jp/article/jcej/53/3/53_19we085/_pdf
Reference17 articles.
1. Bodson, M. and J. E. Groszkiewicz; “Multivariable Adaptive Control Algorithms for Reconfigurable Flight Control,” IEEE Trans. Contr. Syst. Technol., 5, 217–229 (1997)
2. Chen, J. and K.-C. Liu; “On-Line Batch Process Monitoring Using Dynamic PCA and Dynamic PLS Models,” Chem. Eng. Sci., 57, 63–75 (2002)
3. Chiang, L. H., E. L. Russell and R. D. Braatz; Industrial System Fault Detection and Diagnosis, pp. 100–130, Machinery Industry Press (2003)
4. Chiang, L. H. and R. J. Pell; “Genetic Algorithms Combined with Discriminant Analysis for Key Variable Identification,” J. Process Contr., 14, 143–155 (2004)
5. Chiang, L. H., L. Riccardo, R. J. Pell and M. B. Seasholtz; “Industrial Experiences with Multivariate Statistical Analysis of Batch Process Data,” Chemom. Intell. Lab. Syst., 81, 109–119 (2006)
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