Fault diagnosis based on variable-weighted kernel Fisher discriminant analysis

Chemometrics and Intelligent Laboratory Systems

Volumn 93, Issue 1, 2008, Pages 27-33

  He, Xiao Bin ^a,b   Yang, Yu Pu ^a   Yang, Ya Hong ^b  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

^b NANCHANG UNIVERSITY   (China)

Author keywords

Classification; Fault diagnosis; Kernel Fisher discriminant analysis; Variable weighting

Indexed keywords

ARTICLE; DIAGNOSTIC TEST; DISCRIMINANT ANALYSIS; KERNEL METHOD; MATHEMATICAL MODEL; PRIORITY JOURNAL; SEPARATION TECHNIQUE;

EID: 45249112589     PISSN: 01697439     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.chemolab.2008.03.006     Document Type: Article

References (31)

1. Venkatasubramanian V., Rengaswamy R., Kavuri S.N., and Yin K. Comput. Chem. Eng. 27 (2003) 327-346
2. Kourti T. Int. J. Adapt. Control Signal Process. 19 (2005) 213-246
3. Chiang L.H., Russell E.L., and Braatz R.D. Fault Detection and Diagnosis in Industrial Systems (2001), Springer, London
4. Qin S.J. J. Chemom. 17 (2003) 480-502
5. Miller P., and Swanson R.E. Appl. Math. Comput. Sci. 8 (1998) 775-792
6. Kourti T., and MacGregor J.F. J. Qual. Technol. 28 (1996) 409-428
7. Dunia R., and Qin S.J. AIChE J. 44 (1998) 1813-1831
8. Venkatasubramanian V., and Chan K. AIChE J. 35 (1989) 1993-2002
9. Musulin E., Yélamos I., and Puigjaner L. Ind. Eng. Chem. Res. 45 (2006) 1739-1750
10. Raich A.C., and Cinar A. AIChE J. 42 (1996) 995-1009
11. Akbaryan F., and Bishnoi P.R. Comput. Chem. Eng. 25 (2001) 1313-1339
12. Chiang L.H., Kotanchek M.E., and Kordon A.K. Comput. Chem. Eng. 28 (2004) 1389-1401
13. Raich A.C., and Cinar A. Chemometr. Intell. Lab. Syst. 30 (1995) 37-48
14. Nouwen J., Lindgren F., Hansen W.K.B., Verharr H.J.M., and Hermens J.L.M. Environ. Sci. Technol. 31 (1997) 2313-2318
15. Chiang L.H., Russell E.L., and Braatz R.D. Chemometr. Intell. Lab. Syst. 50 (2000) 243-252
16. He Q.P., Qin S.J., and Wang J. AIChE J. 51 (2005) 555-571
17. Mika S., Ratsch G., Weston J., Schölkopf B., and Müllers K.R. IEEE International Workshop on Neural Nerworks for Signal Processing vol. IX (1999) 41-48 Madison, USA
18. Baudat G., and Anouar F. Neural Comput. 12 (2000) 2385-2404
19. Yang J., Frangi A.F., Yang J., Zhang D., and Jin Z. IEEE Trans. Pattern Anal. Mach. Intell. 27 (2005) 230-244
20. Zhang Y., Yang J., Yang J., and Wu X. Neurocomputing 69 (2006) 1806-1810
21. Cho H.W. Expert Syst. Appl. 32 (2007) 534-542
22. Zhang X., Yan W., Zhao X., and Shao H. Process Biochem. 42 (2007) 1200-1210
23. Chiang L.H., and Pell R.J. J. Process Control 14 (2004) 143-155
24. Theodoridis S., and Koutroumbas K. Pattern Recognition. third edition (2006), Elsevier, Singapore
25. Schölkopf B., Smola A.J., and Müller K. Neural Comput. 10 (1998) 1299-1319
26. Xu L., Jiang J.H., Wu H.L., Shen G.L., and Yu R.Q. Chemometr. Intell. Lab. Syst. 85 (2007) 140-143
27. Louw N., and Steel S.J. Comput. Stat. Data Anal. 51 (2006) 2043-2055
28. Cristianini N., Kandola J., Eliseff A., and Shawe-Taylor J. In Proceedings of the Neural Information Processing Systems, NIPS'01 (2001), MIT Press 367-373
29. J. Kandola, J. Shawe-Taylor, N. Cristianini, Tech. Rep. (2002) (http://eprints.ecs.soton.ac.uk/9745/1/NeuroCOLT_Technical_Report_2002_1 20.pdf).
30. Downs J.J., and Vogel E.F. Comput. Chem. Eng. 17 (1993) 245-255
31. Lyman P.R., and Georgakis C. Comput. Chem. Eng. 19 (1995) 321-331