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Volumn 13, Issue 3-4, 1999, Pages 397-413

Comparing alternative approaches for multivariate statistical analysis of batch process data

Author keywords

Batch data alignment; Batch process data; Multiway PCA; PARAFAC; Tucker1; Tucker3

Indexed keywords

BATCH DATA PROCESSING; MULTIVARIANT ANALYSIS; PRINCIPAL COMPONENT ANALYSIS;

EID: 0000609488     PISSN: 08869383     EISSN: None     Source Type: Journal    
DOI: 10.1002/(sici)1099-128x(199905/08)13:3/4<397::aid-cem559>3.0.co;2-i     Document Type: Article
Times cited : (222)

References (24)
  • 1
    • 0028483476 scopus 로고
    • Monitoring of batch processes using multiway principal component analysis
    • P. Nomikos and J. F. MacGregor, 'Monitoring of batch processes using multiway principal component analysis', AIChE J. 40, 1361-1375 (1994).
    • (1994) AIChE J. , vol.40 , pp. 1361-1375
    • Nomikos, P.1    MacGregor, J.F.2
  • 2
    • 0028825273 scopus 로고
    • Multi-way partial least squares in monitoring batch processes
    • P. Nomikos and J. F. MacGregor, 'Multi-way partial least squares in monitoring batch processes', Chemometrics Intell. Lab. Syst. 30, 97-108 (1995).
    • (1995) Chemometrics Intell. Lab. Syst. , vol.30 , pp. 97-108
    • Nomikos, P.1    MacGregor, J.F.2
  • 3
    • 0029252734 scopus 로고
    • Multivariate SPC charts for monitoring batch processes
    • P. Nomikos and J. F. MacGregor, 'Multivariate SPC charts for monitoring batch processes', Technometrics, 37, 41-59 (1995).
    • (1995) Technometrics , vol.37 , pp. 41-59
    • Nomikos, P.1    MacGregor, J.F.2
  • 4
    • 0028905904 scopus 로고
    • Process analysis, monitoring and diagnosis, using multivariate projection methods
    • T. Kourti and J. F. MacGregor, 'Process analysis, monitoring and diagnosis, using multivariate projection methods', Chemometrics Intell. Lab. Syst. 28, 3-21 (1995).
    • (1995) Chemometrics Intell. Lab. Syst. , vol.28 , pp. 3-21
    • Kourti, T.1    MacGregor, J.F.2
  • 5
    • 0030262558 scopus 로고    scopus 로고
    • Multivariate SPC methods for process and product monitoring
    • T. Kourti and J. F. MacGregor, 'Multivariate SPC methods for process and product monitoring', J. Qual. Technol. 28, 409-428 (1996).
    • (1996) J. Qual. Technol. , vol.28 , pp. 409-428
    • Kourti, T.1    MacGregor, J.F.2
  • 6
    • 0029357005 scopus 로고
    • Analysis, monitoring and fault diagnosis of batch processes using multiblock and multiway PLS
    • T. Kourti, P. Nomikos and J. F. MacGregor, 'Analysis, monitoring and fault diagnosis of batch processes using multiblock and multiway PLS', J. Process Control, 5, 277-284 (1995).
    • (1995) J. Process Control , vol.5 , pp. 277-284
    • Kourti, T.1    Nomikos, P.2    MacGregor, J.F.3
  • 7
  • 8
    • 0001191482 scopus 로고
    • Three-way methods for the calibration of chromatographic systems: Comparing PARAFAC and three-way PLS
    • A. K. Smilde and D. A. Doornbos, 'Three-way methods for the calibration of chromatographic systems: comparing PARAFAC and three-way PLS', J. Chemometrics, 5, 345-360 (1991).
    • (1991) J. Chemometrics , vol.5 , pp. 345-360
    • Smilde, A.K.1    Doornbos, D.A.2
  • 9
    • 0004960666 scopus 로고
    • Simple validatory tools for judging the predictive performance of PARAFAC and three-way PLS
    • A. K. Smilde and D. A. Doornbos, 'Simple validatory tools for judging the predictive performance of PARAFAC and three-way PLS', J. Chemometrics, 6, 11-28 (1992).
    • (1992) J. Chemometrics , vol.6 , pp. 11-28
    • Smilde, A.K.1    Doornbos, D.A.2
  • 10
    • 0026645935 scopus 로고
    • Three-way analysis. Problems and prospects
    • A. K. Smilde, 'Three-way analysis. Problems and prospects', Chemometrics Intell. Lab. Syst. 15, 143-157 (1992).
    • (1992) Chemometrics Intell. Lab. Syst. , vol.15 , pp. 143-157
    • Smilde, A.K.1
  • 11
    • 0030813663 scopus 로고    scopus 로고
    • PARAFAC. Tutorial and applications
    • R. Bro, 'PARAFAC. Tutorial and applications', Chemometrics Intell. Lab. Syst. 38, 149-171 (1997).
    • (1997) Chemometrics Intell. Lab. Syst. , vol.38 , pp. 149-171
    • Bro, R.1
  • 12
    • 0024847384 scopus 로고
    • Analysis of multi-way (multi-mode) data
    • P. Geladi, 'Analysis of multi-way (multi-mode) data', Chemometrics Intell. Lab. Syst. 7, 11-30 (1989).
    • (1989) Chemometrics Intell. Lab. Syst. , vol.7 , pp. 11-30
    • Geladi, P.1
  • 13
    • 0033559909 scopus 로고    scopus 로고
    • Translating third-order data analysis methods to chemical batch processes
    • K. S. Dahl, M. J. Piovoso and K. A. Kosanovich, Translating third-order data analysis methods to chemical batch processes', Chemometrics Intell. Lab. Syst. 46, 161-180 (1999).
    • (1999) Chemometrics Intell. Lab. Syst. , vol.46 , pp. 161-180
    • Dahl, K.S.1    Piovoso, M.J.2    Kosanovich, K.A.3
  • 14
    • 0032517828 scopus 로고    scopus 로고
    • Modelling and diagnosis of batch processes and analogous kinetic experiments
    • S. Wold, N. Kettaneh, H. Friden and A. Holmberg, 'Modelling and diagnosis of batch processes and analogous kinetic experiments', Chemometrics Intell. Lab. Syst. 44, 331-340 (1998).
    • (1998) Chemometrics Intell. Lab. Syst. , vol.44 , pp. 331-340
    • Wold, S.1    Kettaneh, N.2    Friden, H.3    Holmberg, A.4
  • 15
    • 19644393751 scopus 로고    scopus 로고
    • A comparison of multiway principal components analysis, tri-linear decomposition and parallel factor analysis for fault detection in a semiconductor etch process
    • Veldhoven
    • B. M. Wise, 'A comparison of multiway principal components analysis, tri-linear decomposition and parallel factor analysis for fault detection in a semiconductor etch process', presented at Int. Chemometrics Research Meet., ICRM98, Veldhoven, 1998.
    • (1998) Int. Chemometrics Research Meet., ICRM98
    • Wise, B.M.1
  • 16
    • 0542375635 scopus 로고
    • Monitoring batch processes
    • Batch Processing Systems Engineering, Computer and Systems Sciences, ed. by G. V. Reklaitis, A. Y. Sunol, D. W. Rippin and O. Hortaçsu
    • J. F. MacGregor and P. Nomikos, 'Monitoring batch processes', in Batch Processing Systems Engineering, Vol. 143 of NATO ASI Series F, Computer and Systems Sciences, ed. by G. V. Reklaitis, A. Y. Sunol, D. W. Rippin and O. Hortaçsu, pp. 241-258 (1992).
    • (1992) NATO ASI Series F , vol.143 , pp. 241-258
    • MacGregor, J.F.1    Nomikos, P.2
  • 17
    • 0000747988 scopus 로고
    • Hierarchical relations among three way methods
    • H. A. L. Kiers, 'Hierarchical relations among three way methods', Psychometrica, 56, 449 (1991).
    • (1991) Psychometrica , vol.56 , pp. 449
    • Kiers, H.A.L.1
  • 18
    • 24944485267 scopus 로고    scopus 로고
    • Royal Veterinary and Agricultural University, Denmark
    • A. C. Andersson and R. Bro, "The N-way toolbox for MATLAB', Royal Veterinary and Agricultural University, Denmark, http://newton.foodsci.kvl.dk/Matlab/nwaytoolbox.
    • The N-way Toolbox for MATLAB'
    • Andersson, A.C.1    Bro, R.2
  • 19
    • 0004050741 scopus 로고    scopus 로고
    • Doctoral Thesis, Royal Veterinary and Agricultural University, Denmark
    • R. Bro, 'Multi-way analysis in the food industry', Doctoral Thesis, Royal Veterinary and Agricultural University, Denmark (1998).
    • (1998) Multi-way Analysis in the Food Industry
    • Bro, R.1
  • 20
    • 85153540421 scopus 로고    scopus 로고
    • Application of statistical batch analysis to fermentation data
    • Armentarola, Alta Badia
    • J. Pettersen, 'Application of statistical batch analysis to fermentation data', presented at 5th Nordic Workshop on Chemometrics (SUDMALT), Armentarola, Alta Badia, 1998.
    • (1998) 5th Nordic Workshop on Chemometrics (SUDMALT)
    • Pettersen, J.1
  • 22
    • 0029703047 scopus 로고    scopus 로고
    • Experiences with industrial applications of projection methods for multivariate statistical process control
    • T. Kourti, J. Lee and J. F. MacGregor, 'Experiences with industrial applications of projection methods for multivariate statistical process control', Comput. Chem. Eng., 20, S745-S750 (1996).
    • (1996) Comput. Chem. Eng. , vol.20
    • Kourti, T.1    Lee, J.2    MacGregor, J.F.3
  • 23
    • 0032179394 scopus 로고    scopus 로고
    • Multivariate statistical analysis of an emulsion batch process
    • D. Neogi and C. E. Schlags, 'Multivariate statistical analysis of an emulsion batch process', Ind. Engng. Chem. Res. 37, 3971-3979 (1998).
    • (1998) Ind. Engng. Chem. Res. , vol.37 , pp. 3971-3979
    • Neogi, D.1    Schlags, C.E.2
  • 24
    • 0032045464 scopus 로고    scopus 로고
    • Synchronization of batch trajectories using dynamic time warping
    • A. Kassidas, J. F. MacGregor and P. A. Taylor, 'Synchronization of batch trajectories using dynamic time warping', AIChE J. 44, 864-875 (1998).
    • (1998) AIChE J. , vol.44 , pp. 864-875
    • Kassidas, A.1    MacGregor, J.F.2    Taylor, P.A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.