Industrial implementation of on-line multivariate quality control

Chemometrics and Intelligent Laboratory Systems

Volumn 88, Issue 2, 2007, Pages 143-153

  Chiang, Leo H ^a   Colegrove, Lloyd F ^a  

^a DOW CHEMICAL COMPANY   (United States)

Author keywords

Chemometrics; Fault detection; Multivariate quality control; Robust principal component analysis

Indexed keywords

ANALYTIC METHOD; ARTICLE; CHEMOMETRICS; MULTIVARIATE ANALYSIS; ONLINE ANALYSIS; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; QUALITY CONTROL; STATISTICS; UNIVARIATE ANALYSIS;

EID: 34347264414     PISSN: 01697439     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.chemolab.2007.02.005     Document Type: Article

References (39)

1. D.C. Montgomery, Introduction to Statistical Quality Control second edition, John Wiley & Sons, 1991.
2. Ortiz-Estarelles O., Martin-Biosca Y., Medina-Hernandez M.J., Sagrado S., and Bonet-Domingo E. Chemom. Intell. Lab. Syst. 56 (2001) 91-103
3. Fuchs C., and Kenett R. Multivariate Quality Control: Theory and Applications vol. 54 (1998), Marcel Dekker
4. Wikstrom C., Albano C., Eriksson L., Friden H., Johansson E., Nordahl A., Rannar S., Sandberg M., Kettaneh-Wold N., and Wold S. Chemom. Intell. Lab. Syst. 42 (1998) 221-231
5. Kourti T., and MacGregor J.F. Chemom. Intell. Lab. Syst. 28 (1995) 3-21
6. Lowry C.A., and Montgomery D.C. IIE Trans 27 (1995) 880-810
7. Noorossana R., Woodall W.H., and Amiriparian S. Comm. Stats Theory and Methods 31 (2002) 1665-1673
8. MacGregor J.F. Int. Stat. Review 65 (1997) 309-323
9. Daszykowski M., Kaczmarek K., Vander Heyden Y., and Walczak B. Chemom. Intell. Lab. Syst. 85 (2007) 203-219
10. Frosch Moller S., von Frese J., and Bro R. J. Chemom 19 (2005) 549-563
11. Derde M.P., and Massart D.L. Anal. Chimica Acta 184 (1986) 33-51
12. M. Daszykowski, K. Kaczmarek, I. Stanimirova, Y. Vander Heyden, B. Walczak, Chemom. Intell. Lab. Syst. (in press), doi:10.1016/j.chemolab.2006.10.003.
13. Wold S. Pattern. Recognition 8 (1976) 127-139
14. Chiang L.H., Russell E.L., and Braatz R.D. Chemom. Intell. Lab. Syst. 50 (2000) 243-252
15. Duda R.O., and Hart P.E. Pattern Classification and Scene Analysis (1973), Wiley
16. Frank I.E. Chemom. Intell. Lab. Syst. 4 (1998) 215-222
17. Chiang L.H., Russell E.L., and Braatz R.D. Fault Detection and Diagnosis in Industrial Systems (2001), Springer-Verlag
18. Beebe K.R., Pell R.J., and Seasholtz M.B. Chemometrics: A Practical Guide (1998), John Wiley & Sons
19. Qin S.J. J. Chemometrics 17 (2003) 480-502
20. Wise B.M., and Gallagher N.B. J. Process Control 6 (1996) 329-348
21. Jackson J.E. Technometrics 1 (1959) 359-377
22. Jackson J.E., and Mudhlkar G.S. Technometrics 21 (1979) 341-349
23. Chiang L.H., Pell R.J., and Seasholtz M.B. J. Process Control 13 (2003) 437-449
24. Huber P. Robust Statistics (1989), John Wiley & Sons
25. Pearson P.K. J. of Process Control 11 (2001) 179-194
26. Davies L., and Gather U. J. Amer. Statist. Assoc. 88 (1993) 782-801
27. Rousseeuw P.J. J. of Amer. Stat. Assoc. 79 (1984) 871-880
28. Gnanadesikan R., and Kettenring J.R. Biometrics 28 (1972) 81-124
29. Maronna R.A. Annals of Stat. 4 (1976) 51-67
30. Campbell N.A. App. Stat. 29 (1980) 231-237
31. Croux C., and Haesbroeck G. Biometrika 87 (2000) 603-618
32. Singh A. Chemom. Intell. Lab. Syst. 33 (1996) 75-100
33. Huber P.J. The Annals of Stat 13 (1985) 435-475
34. Hubert M., Rousseeuw P.J., and Verboven S. Chemom. Intell. Lab. Syst. 60 (2002) 101-111
35. Li G.Y., and Chen Z.L. J. Amer. Stat. Assoc. 80 (1985) 759-766
36. Xie Y.L., Wang J.H., Liang Y.Z., Sun L.X., Song H., and Yu R.Q. J. Chemom. 7 (1993) 527-541
37. Croux C., and Ruiz-Gazen A. Biometrika 87 (2000) 603-618
38. Hubert M., Rousseeuw P.J., and Vanden Branden K. Technometircs 47 (2005) 64-79
39. Verboven S., and Hubert M. Chemom. Intell. Lab. Syst. 75 (2005) 127-136