메뉴 건너뛰기




Volumn 15, Issue 9, 2001, Pages 715-742

On unifying multiblock analysis with application to decentralized process monitoring

Author keywords

Consensus PCA; Contribution plots; Decentralized process monitoring; Multiblock PCA; Multiblock PLS

Indexed keywords

PROCESS CONTROL;

EID: 0001282938     PISSN: 08869383     EISSN: None     Source Type: Journal    
DOI: 10.1002/cem.667     Document Type: Article
Times cited : (365)

References (26)
  • 1
    • 0000736392 scopus 로고    scopus 로고
    • Analysis of multiblock and hierarchical PCA and PLS models
    • Westerhuis JA, Kourti T, MacGregor JF. Analysis of multiblock and hierarchical PCA and PLS models. J. Chemometrics 1998; 12: 301-321.
    • (1998) J. Chemometrics , vol.12 , pp. 301-321
    • Westerhuis, J.A.1    Kourti, T.2    MacGregor, J.F.3
  • 3
    • 0001369487 scopus 로고    scopus 로고
    • Hierarchical multiblock PLS and PC models for easier model interpretation and as an alternative to variable selection
    • Wold S, Kettaneh N, Tjessem K. Hierarchical multiblock PLS and PC models for easier model interpretation and as an alternative to variable selection. J. Chemometrics 1996; 10: 463-482.
    • (1996) J. Chemometrics , vol.10 , pp. 463-482
    • Wold, S.1    Kettaneh, N.2    Tjessem, K.3
  • 4
    • 85162731973 scopus 로고
    • A multiblock partial least squares algorithm for investigating complex chemical systems
    • Wangen LE, Kowalski BR. A multiblock partial least squares algorithm for investigating complex chemical systems. J. Chemometrics 1988; 3: 3-20.
    • (1988) J. Chemometrics , vol.3 , pp. 3-20
    • Wangen, L.E.1    Kowalski, B.R.2
  • 6
    • 0008002255 scopus 로고    scopus 로고
    • Multi-block predictive monitoring of continuous processes
    • Banff
    • Cheng G, McAvoy TJ. Multi-block predictive monitoring of continuous processes. Proc. IFAC ADCHEM'97, Banff, 1997.
    • (1997) Proc. IFAC ADCHEM'97
    • Cheng, G.1    McAvoy, T.J.2
  • 7
    • 0000339654 scopus 로고    scopus 로고
    • Multivariate modeling of the pharmaceutical two-step process of wet granulation and tableting with multiblock partial least squares
    • Westerhuis JA, Coenegracht PMJ. Multivariate modeling of the pharmaceutical two-step process of wet granulation and tableting with multiblock partial least squares. J. Chemometrics 1997; 11: 379-392.
    • (1997) J. Chemometrics , vol.11 , pp. 379-392
    • Westerhuis, J.A.1    Coenegracht, P.M.J.2
  • 9
    • 0029357005 scopus 로고
    • Analysis, monitoring, and fault diagnosis of batch processes using multi-block and multi-way PLS
    • Kourti T, Nomikos P, MacGregor JF. Analysis, monitoring, and fault diagnosis of batch processes using multi-block and multi-way PLS. J. Process Control 1995; 5: 277-284.
    • (1995) J. Process Control , vol.5 , pp. 277-284
    • Kourti, T.1    Nomikos, P.2    MacGregor, J.F.3
  • 10
    • 85162676194 scopus 로고
    • PLS regression models
    • Hoskuldsson A. PLS regression models. J. Chemometrics 1988; 2: 211-228.
    • (1988) J. Chemometrics , vol.2 , pp. 211-228
    • Hoskuldsson, A.1
  • 11
    • 0018503842 scopus 로고
    • Control procedures for residuals associated with principal component analysis
    • Jackson JE, Mudholkar GS. Control procedures for residuals associated with principal component analysis. Technometrics 1979; 21: 341-349.
    • (1979) Technometrics , vol.21 , pp. 341-349
    • Jackson, J.E.1    Mudholkar, G.S.2
  • 12
    • 0000235653 scopus 로고
    • Some theorems on quadratic forms applied in the study of analysis of variance problems, I. Effect of inequality of variance in the one-way classification
    • Box GEP. Some theorems on quadratic forms applied in the study of analysis of variance problems, I. Effect of inequality of variance in the one-way classification. Ann. Math. Statist. 1954; 25: 290-302.
    • (1954) Ann. Math. Statist. , vol.25 , pp. 290-302
    • Box, G.E.P.1
  • 13
    • 0029252734 scopus 로고
    • Multivariate SPC charts for monitoring batch processes
    • Nomikos P, MacGregor JF. Multivariate SPC charts for monitoring batch processes. Technometrics 1995; 37: 41-59.
    • (1995) Technometrics , vol.37 , pp. 41-59
    • Nomikos, P.1    MacGregor, J.F.2
  • 14
    • 85153981315 scopus 로고    scopus 로고
    • Reconstruction-based fault identification using a combined index
    • in press
    • Yue H, Qin SJ. Reconstruction-based fault identification using a combined index. Ind. Engng. Chem. Res. 2000; in press.
    • (2000) Ind. Engng. Chem. Res.
    • Yue, H.1    Qin, S.J.2
  • 15
    • 0002336320 scopus 로고
    • Mahalanobis distances and
    • Krishnaiah PR (ed.). North-Holland: Amsterdam
    • Mardia KV. Mahalanobis distances and angles. In Multivariate Analysis - IV, Krishnaiah PR (ed.). North-Holland: Amsterdam, 1977; 495-511.
    • (1977) Multivariate Analysis - IV , pp. 495-511
    • Mardia, K.V.1
  • 18
    • 0040980696 scopus 로고    scopus 로고
    • Detection and diagnosis of abnormal batch operations based on multi-way principal component analysis
    • Nomikos P. Detection and diagnosis of abnormal batch operations based on multi-way principal component analysis. ISA Trans. 1996; 35: 147-168.
    • (1996) Isa Trans. , vol.35 , pp. 147-168
    • Nomikos, P.1
  • 19
    • 0030262558 scopus 로고    scopus 로고
    • Multivariate SPC methods for process and product monitoring
    • Kourti T, MacGregor JF. Multivariate SPC methods for process and product monitoring. J. Qual. Technol. 1996; 28: 409-428.
    • (1996) J. Qual. Technol. , vol.28 , pp. 409-428
    • Kourti, T.1    MacGregor, J.F.2
  • 20
  • 21
    • 0034301495 scopus 로고    scopus 로고
    • Recursive PCA for adaptive process monitoring
    • Li W, Yue H, Valle S, Qin J. Recursive PCA for adaptive process monitoring. J. Process Control 2000; 10: 471-486.
    • (2000) J. Process Control , vol.10 , pp. 471-486
    • Li, W.1    Yue, H.2    Valle, S.3    Qin, J.4
  • 22
    • 0032044750 scopus 로고    scopus 로고
    • Recursive PLS algorithms for adaptive data modeling
    • Qin SJ. Recursive PLS algorithms for adaptive data modeling. Comput. Chem. 1998; 22: 503-514.
    • (1998) Comput. Chem. , vol.22 , pp. 503-514
    • Qin, S.J.1
  • 23
    • 0031644999 scopus 로고    scopus 로고
    • A unified geometric approach to process and sensor fault identification and reconstruction: The unidimensional fault case
    • Dunia R, Qin SJ. A unified geometric approach to process and sensor fault identification and reconstruction: the unidimensional fault case. Comput. Chem. Engng 1998; 22: 927-943.
    • (1998) Comput. Chem. Engng , vol.22 , pp. 927-943
    • Dunia, R.1    Qin, S.J.2
  • 24
    • 0032118892 scopus 로고    scopus 로고
    • Multiscale PCA with application to multivariate statistical process monitoring
    • Bakshi BR. Multiscale PCA with application to multivariate statistical process monitoring. AIChE J. 1998; 44: 1597-1610.
    • (1998) AIChE J. , vol.44 , pp. 1597-1610
    • Bakshi, B.R.1
  • 25
    • 85153986834 scopus 로고    scopus 로고
    • Multivariate process monitoring and fault diagnosis by multi-scale PCA
    • Dallas, TX
    • Misra M, Yue H, Qin SJ. Multivariate process monitoring and fault diagnosis by multi-scale PCA. Proc. AIChE Ann. Meet., Dallas, TX, 1999.
    • (1999) Proc. AIChE Ann. Meet.
    • Misra, M.1    Yue, H.2    Qin, S.J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.