Fault Detection and Isolation of Industrial Fermentation Process Based on Semi-supervised Convex Nonnegative Matrix Factorizations
Author:
Affiliation:
1. College of Light Industry, Liaoning University
2. China-UK Low Carbon College, Shanghai Jiao Tong University
3. College of Information Engineering, Shenyang University of Chemical Technology
Publisher
Society of Chemical Engineers, Japan
Subject
General Chemical Engineering,General Chemistry
Link
https://www.jstage.jst.go.jp/article/jcej/55/12/55_22we053/_pdf
Reference16 articles.
1. Alcala, C. F. and S. Jo Qin; “Analysis and Generalization of Fault Diagnosis Methods for FDI,” J. Process Contr., 21, 322–330 (2011)
2. Birol, G., C. Undey and A. Cinar; “A Modular Simulation Package for Fed-Batch Fermentation Pencilillin Production,” Comput. Chem. Eng., 26, 1553–1565 (2002)
3. Chen, J. and R. J. Patton; “Robust Model-Based Fault Diagnosis for Dynamic Systems,” Volume 3, The International Series on Asian Studies in Computer and Information Science, Springer Science & Business Media, Germany (2012)
4. Ding, C. H. Q., T. Li and M. I. Jordan; “Convex and Semi-Nonnegative Matrix Factorizations,” IEEE Trans. Pattern Anal. Mach. Intell., 32, 44–55 (2010)
5. Ge, Z., Z. Song and F. Gao; “Review of Recent Research on Data-Based Process Monitoring,” Ind. Eng. Chem. Res., 52, 3543–3562 (2013)
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