메뉴 건너뛰기




Volumn 51, Issue 1, 2000, Pages 125-137

Multivariate analysis and optimization of process variable trajectories for batch processes

Author keywords

Feature extraction; Optimization; Pathway algorithm; PLS; Product quality

Indexed keywords

ALGORITHM; ARTICLE; CHEMICAL ANALYSIS; CONTROLLED STUDY; EXTRACTION; FLOW RATE; METHODOLOGY; MULTIVARIATE ANALYSIS; NONHUMAN; PRIORITY JOURNAL; QUALITY CONTROL;

EID: 0034621629     PISSN: 01697439     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0169-7439(00)00064-2     Document Type: Article
Times cited : (66)

References (21)
  • 1
    • 0028548097 scopus 로고
    • Batch unit optimization with imperfect modelling: A survey
    • Terwiesch P., Agarwal M., Rippin D.W.T. Batch unit optimization with imperfect modelling: A survey. J. Process Control. 4:1994;238-258.
    • (1994) J. Process Control , vol.4 , pp. 238-258
    • Terwiesch, P.1    Agarwal, M.2    Rippin, D.W.T.3
  • 2
    • 0039507509 scopus 로고
    • Optimization of semibatch polymerization reactions
    • Cawthon G.D., Knaebel K.S. Optimization of semibatch polymerization reactions. Comput. Chem. Eng. 13:1989;63-72.
    • (1989) Comput. Chem. Eng. , vol.13 , pp. 63-72
    • Cawthon, G.D.1    Knaebel, K.S.2
  • 4
    • 0025546458 scopus 로고
    • Optimal control of semi-batch processes in presence of modelling errors
    • San Diego, CA
    • Zafiriou E., Zhu J. Optimal control of semi-batch processes in presence of modelling errors. Am. Contr. Conf. 1990;. San Diego, CA.
    • (1990) Am. Contr. Conf.
    • Zafiriou, E.1    Zhu, J.2
  • 6
    • 0032164685 scopus 로고    scopus 로고
    • Optimization of molecular-weight distribution using batch-to-batch adjustments
    • Clarke-Pringle T.L., MacGregor J.F. Optimization of molecular-weight distribution using batch-to-batch adjustments. Ind. Eng. Chem. Res. 37:1998;3660-3669.
    • (1998) Ind. Eng. Chem. Res. , vol.37 , pp. 3660-3669
    • Clarke-Pringle, T.L.1    MacGregor, J.F.2
  • 7
    • 0028042615 scopus 로고
    • Representation of process trends: III. Multiscale extraction of trends from process data
    • Bakshi B.R., Stephanopoulos G. Representation of process trends: III. Multiscale extraction of trends from process data. Comput. Chem. Eng. 18:1994;267-302.
    • (1994) Comput. Chem. Eng. , vol.18 , pp. 267-302
    • Bakshi, B.R.1    Stephanopoulos, G.2
  • 8
    • 0027949580 scopus 로고
    • Representation of process trends: IV. Induction of real-time patterns from operating data for diagnosis and supervisory control
    • Bakshi B.R., Stephanopoulos G. Representation of process trends: IV. Induction of real-time patterns from operating data for diagnosis and supervisory control. Comput. Chem. Eng. 18:1994;303-332.
    • (1994) Comput. Chem. Eng. , vol.18 , pp. 303-332
    • Bakshi, B.R.1    Stephanopoulos, G.2
  • 9
    • 0028483476 scopus 로고
    • Monitoring of batch processes using multi-way principal component analysis
    • Nomikos P., MacGregor J.F. Monitoring of batch processes using multi-way principal component analysis. AIChE J. 40:1994;1361-1375.
    • (1994) AIChE J. , vol.40 , pp. 1361-1375
    • Nomikos, P.1    MacGregor, J.F.2
  • 10
    • 0029252734 scopus 로고
    • Multivariate SPC charts for monitoring batch processes
    • Nomikos P., MacGregor J.F. Multivariate SPC charts for monitoring batch processes. Technometrics. 37:1995;1361-1375.
    • (1995) Technometrics , vol.37 , pp. 1361-1375
    • Nomikos, P.1    MacGregor, J.F.2
  • 11
    • 0029703047 scopus 로고    scopus 로고
    • Experiences with industrial applications of projection methods for multivariate statistical process control
    • Suppl.
    • Kourti T., Lee J., MacGregor J.F. Experiences with industrial applications of projection methods for multivariate statistical process control. Comput. Chem. Eng. 20:1996;S745-S750. Suppl.
    • (1996) Comput. Chem. Eng. , vol.20 , pp. 745-S750
    • Kourti, T.1    Lee, J.2    MacGregor, J.F.3
  • 12
    • 0032517828 scopus 로고    scopus 로고
    • Modelling and diagnosis of batch processes and analogous kinetic experiments
    • Wold S., Kettaneh N., Friden H., Holmberg A. Modelling and diagnosis of batch processes and analogous kinetic experiments. Chemom. Intell. Lab. Sys. 44:1998;331-340.
    • (1998) Chemom. Intell. Lab. Sys. , vol.44 , pp. 331-340
    • Wold, S.1    Kettaneh, N.2    Friden, H.3    Holmberg, A.4
  • 13
    • 0028825273 scopus 로고
    • Multiway partial least squares in monitoring batch processes
    • Nomikos P., MacGregor J.F. Multiway partial least squares in monitoring batch processes. Chemom. Intell. Lab. Sys. 30:1995;97-108.
    • (1995) Chemom. Intell. Lab. Sys. , vol.30 , pp. 97-108
    • Nomikos, P.1    MacGregor, J.F.2
  • 14
    • 0029357005 scopus 로고
    • Analysis, monitoring and fault detection of batch processes using multiblock and multiway PLS
    • Kourti T., Nomikos P., MacGregor J.F. Analysis, monitoring and fault detection of batch processes using multiblock and multiway PLS. J. Process Control. 5:1995;277-284.
    • (1995) J. Process Control , vol.5 , pp. 277-284
    • Kourti, T.1    Nomikos, P.2    MacGregor, J.F.3
  • 15
    • 0000609488 scopus 로고    scopus 로고
    • Comparing alternative approaches for multivariate statistical analysis of batch process data
    • Westerhuis J.A., Kourti T., MacGregor J.F. Comparing alternative approaches for multivariate statistical analysis of batch process data. J. Chemom. 13:1999;397-413.
    • (1999) J. Chemom. , vol.13 , pp. 397-413
    • Westerhuis, J.A.1    Kourti, T.2    MacGregor, J.F.3
  • 16
    • 0000736392 scopus 로고    scopus 로고
    • Analysis of multiblock and hierarchical PCA and PLS models
    • Westerhuis J.A., Kourti T., MacGregor J.F. Analysis of multiblock and hierarchical PCA and PLS models. J. Chemom. 12:1998;301-321.
    • (1998) J. Chemom. , vol.12 , pp. 301-321
    • Westerhuis, J.A.1    Kourti, T.2    MacGregor, J.F.3
  • 17
    • 11144325691 scopus 로고
    • Partial least-squares regression: A tutorial
    • Geladi P., Kowalski B.R. Partial least-squares regression: a tutorial. Anal. Chem. Acta. 185:1986;1-17.
    • (1986) Anal. Chem. Acta , vol.185 , pp. 1-17
    • Geladi, P.1    Kowalski, B.R.2
  • 18
    • 0343388571 scopus 로고
    • Mech. Eng. Thesis, Department of Chemical Engineering, McMaster University, Canada
    • T.O. Broadhead, Mech. Eng. Thesis, Department of Chemical Engineering, McMaster University, Canada, 1984.
    • (1984)
    • Broadhead, T.O.1
  • 19
    • 0000062016 scopus 로고
    • Dynamic modelling of the batch, semi-batch and continuous production of styrene/butadiene copolymers by emulsion polymerization
    • Broadhead T.O., Hamielec A.E., MacGregor J.F. Dynamic modelling of the batch, semi-batch and continuous production of styrene/butadiene copolymers by emulsion polymerization. Makromol. Chem. Suppl. 10/11:1985;105-128.
    • (1985) Makromol. Chem. Suppl. , vol.1011 , pp. 105-128
    • Broadhead, T.O.1    Hamielec, A.E.2    MacGregor, J.F.3
  • 20
    • 0001693261 scopus 로고
    • Polymerization processes
    • Weinheim: VCH Verlagsgesellschaft
    • Hamielec A.E., Tobita H. Polymerization processes. Ullmans Encycl. Ind. Chem. vol. A21:1992;VCH Verlagsgesellschaft, Weinheim.
    • (1992) Ullmans Encycl. Ind. Chem. , vol.21
    • Hamielec, A.E.1    Tobita, H.2
  • 21
    • 0343388570 scopus 로고    scopus 로고
    • Jackknife and bootstrap methods in the identification of dynamic models
    • submitted
    • C. Duchesne, J.F. MacGregor, Jackknife and bootstrap methods in the identification of dynamic models, J. Process Control, (1999) submitted.
    • (1999) J. Process Control
    • Duchesne, C.1    MacGregor, J.F.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.