메뉴 건너뛰기




Volumn 74, Issue 6, 1996, Pages 1010-1024

Process Control Utilizing Data Based Multivariate Statistical Models

Author keywords

Multivariate statistics; Neural networks; Principal components; Process control

Indexed keywords

DATA STRUCTURES; MATHEMATICAL MODELS; MULTIVARIABLE CONTROL SYSTEMS; NEURAL NETWORKS; PROCESS ENGINEERING; QUALITY ASSURANCE; QUALITY CONTROL; STATISTICAL METHODS;

EID: 0030397301     PISSN: 00084034     EISSN: None     Source Type: Journal    
DOI: 10.1002/cjce.5450740626     Document Type: Article
Times cited : (26)

References (18)
  • 1
    • 0043015539 scopus 로고    scopus 로고
    • Nonlinear Principal Component Analysis-Based on Principal Curves and Neural Networks
    • Dong, D. and T. J. McAvoy, "Nonlinear Principal Component Analysis-Based on Principal Curves and Neural Networks", Comput. Chem. Eng. 20, 65-78 (1996).
    • (1996) Comput. Chem. Eng. , vol.20 , pp. 65-78
    • Dong, D.1    McAvoy, T.J.2
  • 2
    • 0027561446 scopus 로고
    • A Plant-Wide Industrial Process Control Problem
    • Downs, J. and E. Vogel, "A Plant-Wide Industrial Process Control Problem", Comput. Chem. Eng. 17, 245-255 (1993).
    • (1993) Comput. Chem. Eng. , vol.17 , pp. 245-255
    • Downs, J.1    Vogel, E.2
  • 3
    • 11144325691 scopus 로고
    • Partial Least-Squares Regression: A Tutorial
    • Geladi, P. and B.R. Kowalski, "Partial Least-Squares Regression: A Tutorial", Anal. Chim. Acta. 185, 1-17 (1986).
    • (1986) Anal. Chim. Acta. , vol.185 , pp. 1-17
    • Geladi, P.1    Kowalski, B.R.2
  • 5
    • 84942484786 scopus 로고
    • Ridge Regression: Biased Estimation for Nonorthogonal Problem
    • Hoerl, A. E. and R. W. Kennard, "Ridge Regression: Biased Estimation for Nonorthogonal Problem", Technometrics 12, 55-67 (1970).
    • (1970) Technometrics , vol.12 , pp. 55-67
    • Hoerl, A.E.1    Kennard, R.W.2
  • 8
    • 0026384442 scopus 로고
    • Process Data Analysis Using Multivariate Statistical Methods
    • American Automatic Control Council, Boston, MA, June 26-28
    • Kosanovich, K., A. and M. J. Piovoso, "Process Data Analysis Using Multivariate Statistical Methods", in "Proc. 1991 ACC", American Automatic Control Council, Boston, MA, June 26-28 (1991), p. 721-724.
    • (1991) Proc. 1991 ACC , pp. 721-724
    • Kosanovich, K.A.1    Piovoso, M.J.2
  • 11
    • 0028431355 scopus 로고
    • Base Control for the Tennessee Eastman Problem
    • Me Avoy, T. J. and N. Ye, "Base Control for the Tennessee Eastman Problem", Comp. Chem. Eng. 18, 383-413 (1994).
    • (1994) Comp. Chem. Eng. , vol.18 , pp. 383-413
    • Me Avoy, T.J.1    Ye, N.2
  • 12
    • 84947841031 scopus 로고
    • Application of Multivariate Statistical Methods to Process Monitoring and Controller Design
    • Piovoso, M. J. and K. A. Kosanovich, "Application of Multivariate Statistical Methods to Process Monitoring and Controller Design", Int. J. Control 59, 743-765 (1992).
    • (1992) Int. J. Control , vol.59 , pp. 743-765
    • Piovoso, M.J.1    Kosanovich, K.A.2
  • 13
    • 0026853320 scopus 로고
    • Nonlinear PLS Modeling Using Neural Networks
    • Qin, S. J. and T. J. McAvoy, "Nonlinear PLS Modeling Using Neural Networks", Comp. Chem. Eng. 16, 379 (1992).
    • (1992) Comp. Chem. Eng. , vol.16 , pp. 379
    • Qin, S.J.1    McAvoy, T.J.2
  • 15
    • 0002111519 scopus 로고
    • Soft Sensors for Process Estimation and Inferential Control
    • Tham, M. T., A. J. Morris and G. T. Montague, "Soft Sensors for Process Estimation and Inferential Control." J. Process Control 1, 3-14 (1991).
    • (1991) J. Process Control , vol.1 , pp. 3-14
    • Tham, M.T.1    Morris, A.J.2    Montague, G.T.3
  • 16
    • 0020205650 scopus 로고
    • Approximate Solutions for Distillation Rating and Operating Problems using the Somker Equations
    • Willis, M. J. and R.C. Wanggoner, "Approximate Solutions for Distillation Rating and Operating Problems using the Somker Equations", Ind. Eng. Chem. Fundam. 21, 422-427 (1982).
    • (1982) Ind. Eng. Chem. Fundam. , vol.21 , pp. 422-427
    • Willis, M.J.1    Wanggoner, R.C.2
  • 17
    • 0003000612 scopus 로고
    • Nonlinear Estimation by Iterative Least Squares Procedures
    • F. David, ed., John Wiley & Sons, New York
    • Wold, H., "Nonlinear Estimation by Iterative Least Squares Procedures," in Research Papers in Statistics", F. David, ed., John Wiley & Sons, New York (1966).
    • (1966) Research Papers in Statistics
    • Wold, H.1
  • 18
    • 84951601886 scopus 로고
    • Cross-validatory Estimation of the Number of Principal Components in Factor and Principal Component Analysis
    • Wold, S., "Cross-validatory Estimation of the Number of Principal Components in Factor and Principal Component Analysis", Technometrics 20, 397-405 (1978).
    • (1978) Technometrics , vol.20 , pp. 397-405
    • Wold, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.