메뉴 건너뛰기




Volumn 81, Issue 2, 2006, Pages 127-136

Multi-phase principal component analysis for batch processes modelling

Author keywords

Batch process; Local models; Multi stage model; Piece wise modelling; Statistical process monitoring

Indexed keywords

ALGORITHM; ARTICLE; BATCH PROCESS; MATHEMATICAL COMPUTING; NONLINEAR SYSTEM; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL;

EID: 33645311553     PISSN: 01697439     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.chemolab.2005.11.003     Document Type: Article
Times cited : (99)

References (18)
  • 1
    • 0029252734 scopus 로고
    • Multivariate SPC charts for monitoring batch processes
    • P. Nomikos, and J. MacGregor Multivariate SPC charts for monitoring batch processes Technometrics 37 1 1995 41 59
    • (1995) Technometrics , vol.37 , Issue.1 , pp. 41-59
    • Nomikos, P.1    MacGregor, J.2
  • 2
    • 0000080198 scopus 로고    scopus 로고
    • Improved process understanding using multiway principal component analysis
    • K. Kosanovich, K. Dahl, and M. Piovoso Improved process understanding using multiway principal component analysis Engineering Chemical Research 35 1996 138 146
    • (1996) Engineering Chemical Research , vol.35 , pp. 138-146
    • Kosanovich, K.1    Dahl, K.2    Piovoso, M.3
  • 3
    • 0036805513 scopus 로고    scopus 로고
    • Process analysis and abnormal situation detection: from theory to practice
    • T. Kourti Process analysis and abnormal situation detection: from theory to practice IEEE Control Systems Magazine 22 5 2002 10 25
    • (2002) IEEE Control Systems Magazine , vol.22 , Issue.5 , pp. 10-25
    • Kourti, T.1
  • 5
    • 0028483476 scopus 로고
    • Monitoring batch processes using multiway principal components analysis
    • P. Nomikos, and J. MacGregor Monitoring batch processes using multiway principal components analysis AIChE Journal 40 8 1994 1361 1375
    • (1994) AIChE Journal , vol.40 , Issue.8 , pp. 1361-1375
    • Nomikos, P.1    MacGregor, J.2
  • 7
    • 0000609488 scopus 로고    scopus 로고
    • Comparing alternative approaches for multivariate statistical analysis of batch process data
    • J. Westerhuis, T. Kourti, and J. MacGregor Comparing alternative approaches for multivariate statistical analysis of batch process data Journal of Chemometrics 13 1999 397 413
    • (1999) Journal of Chemometrics , vol.13 , pp. 397-413
    • Westerhuis, J.1    Kourti, T.2    MacGregor, J.3
  • 8
    • 0001067412 scopus 로고    scopus 로고
    • A comparison of principal component analysis, multiway principal component analysis, trilinear decomposition and parallel factor analysis for fault detection in a semiconductor etch process
    • B. Wise, N. Gallagher, S. Butler, D.W. Jr., and G. Barna A comparison of principal component analysis, multiway principal component analysis, trilinear decomposition and parallel factor analysis for fault detection in a semiconductor etch process Journal of Chemometrics 13 1999 379 396
    • (1999) Journal of Chemometrics , vol.13 , pp. 379-396
    • Wise, B.1    Gallagher, N.2    Butler, S.3    W Jr., D.4    Barna, G.5
  • 9
    • 0000736392 scopus 로고    scopus 로고
    • Analysis of multiblock and hierarchical PCA and PLS models
    • J. Westerhuis, T. Kourti, and J. MacGregor Analysis of multiblock and hierarchical PCA and PLS models Journal of Chemometrics 12 1998 301 321
    • (1998) Journal of Chemometrics , vol.12 , pp. 301-321
    • Westerhuis, J.1    Kourti, T.2    MacGregor, J.3
  • 11
    • 0034015053 scopus 로고    scopus 로고
    • Multivariate statistical process control of batch processes based on three-way models
    • D. Louwerse, and A. Smilde Multivariate statistical process control of batch processes based on three-way models Chemical Engineering Science 55 2000 1225 1235
    • (2000) Chemical Engineering Science , vol.55 , pp. 1225-1235
    • Louwerse, D.1    Smilde, A.2
  • 12
    • 1042268071 scopus 로고    scopus 로고
    • Sub-PCA modeling and on-line monitoring strategy for batch processes
    • N. Lu, F. Gao, and F. Wang Sub-PCA modeling and on-line monitoring strategy for batch processes AIChE Journal 50 1 2004 255 259
    • (2004) AIChE Journal , vol.50 , Issue.1 , pp. 255-259
    • Lu, N.1    Gao, F.2    Wang, F.3
  • 13
    • 0036805179 scopus 로고    scopus 로고
    • Statistical monitoring of multistage, multiphase batch processes
    • C. Ündey, and A. Çinar Statistical monitoring of multistage, multiphase batch processes IEEE Control Systems Magazine 22 5 2002 40 52
    • (2002) IEEE Control Systems Magazine , vol.22 , Issue.5 , pp. 40-52
    • Ündey, C.1    Çinar, A.2
  • 14
    • 0141566609 scopus 로고    scopus 로고
    • Online batch/fed-batch process performance monitoring, quality prediction, and variable-contribution analysis for diagnosis
    • C. Ündey, S. Ertunç, and A. Çinar Online batch/fed-batch process performance monitoring, quality prediction, and variable-contribution analysis for diagnosis Industrial and Engineering Chemical Research 42 2003 4645 4658
    • (2003) Industrial and Engineering Chemical Research , vol.42 , pp. 4645-4658
    • Ündey, C.1    Ertunç, S.2    Çinar, A.3
  • 17
    • 84951601886 scopus 로고
    • Cross-validatory estimation of the number of components in factor and principal components
    • S. Wold Cross-validatory estimation of the number of components in factor and principal components Technometrics 20 4 1978 397 405
    • (1978) Technometrics , vol.20 , Issue.4 , pp. 397-405
    • Wold, S.1
  • 18
    • 0020089191 scopus 로고
    • Cross-validatory choice of the number of components from a principal component analysis
    • H. Eastment, and W. Krzanowski Cross-validatory choice of the number of components from a principal component analysis Technometrics 24 1 1982 73 77
    • (1982) Technometrics , vol.24 , Issue.1 , pp. 73-77
    • Eastment, H.1    Krzanowski, W.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.