Adaptive monitoring statistics with state space model updating based on canonical variate analysis

Korean Journal of Chemical Engineering

Volumn 25, Issue 2, 2008, Pages 203-208

  Lee, Changkyu ^a   Lee, In Beum ^a  

^a Pohang University of Science and Technology (POSTECH)   (South Korea)

Author keywords

Adaptive monitoring; Canonical variate analysis; State space model

Indexed keywords

EID: 43949096902     PISSN: 02561115     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11814-008-0037-y     Document Type: Article

References (14)

1. A. Negiz and A. Çinar, AIChE J., 43, 2002 (1997).
2. E. L. Russel, L. H. Chiang and R. D. Braatz, Chemometrics and Intelligent Laboratory Systems, 51, 81 (2000).
3. A. Simoglou, E. B. Martin and A. J. Morris, Computers and Chemical Engineering, 26, 909 (2002).
4. M. Aoki, State space modeling of time series, 2nd ed, Springer-Verlag, Berlin Heidelberg New York (1990).
5. W. E. Larimore, Canonical variate analysis in identification, filtering, and adaptive control, Proceedings of IEEE Conference on Decision and Control, Honolulu, Hawaii, 596 (1990).
6. H. Akaike, SIAM Journal on Control, 13, 162 (1975).
7. L. M. Ewerbring and F. T. Luk, Journal of Computational and Applied Mathematics, 27, 37 (1989).
8. C. Lee, S.W. Choi and I.-B. Lee, Journal of Process Control, 16, 747 (2006).
9. X. Liu, T. Chen and S. M. Thornton, Pattern Recognition, 36, 1945 (2003).
10. S.W. Choi, E. B. Martin, A. J. Morris and I.-B. Lee, Ind. Eng. Chem. Res., 45, 3108 (2006).
11. C.-T. Pan and R. J. Plemmons, Journal of Computational and Applied Mathematics, 27, 109 (1989).
12. P. Hall, D. Marshall and R. Martin, IEEE Transactions on Pattern Analysis and Machine Intelligence, 22, 1042 (2000).
13. S.W. Choi, C. K. Yoo and I.-B. Lee, Ind. Eng. Chem. Res., 42, 108 (2003).
14. L. H. Chiang, E. L. Russel and R. D. Braatz, Fault detection and diagnosis in industrial systems, Springer, London (2001).