메뉴 건너뛰기




Volumn 8, Issue 2, 1998, Pages 139-149

A multivariate statistical controller for on-line quality improvement

Author keywords

MPC; Multi way PCA; Multivariate statistics; PLS; Process control

Indexed keywords

ALGORITHMS; CONTROL SYSTEM SYNTHESIS; LEAST SQUARES APPROXIMATIONS; MATHEMATICAL MODELS; MULTIVARIABLE CONTROL SYSTEMS; ONLINE SYSTEMS; PREDICTIVE CONTROL SYSTEMS; QUALITY CONTROL; STATISTICAL METHODS; THREE TERM CONTROL SYSTEMS;

EID: 0032048715     PISSN: 09591524     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0959-1524(97)00047-4     Document Type: Article
Times cited : (57)

References (29)
  • 1
    • 84947841031 scopus 로고
    • Applications of multivariate statistical methods to process monitoring and controller design
    • Piovoso, M. J. and Kosanovich, K. A., Applications of multivariate statistical methods to process monitoring and controller design. Int. J. Control, 1994, 59(3), 743-765.
    • (1994) Int. J. Control , vol.59 , Issue.3 , pp. 743-765
    • Piovoso, M.J.1    Kosanovich, K.A.2
  • 3
  • 4
    • 0027561446 scopus 로고
    • A plant-wide industrial process control problem
    • Downs, J. J. and Vogel, E. F., A plant-wide industrial process control problem. Computers and Chemical Engineering, 1993, 17(3), 245-255.
    • (1993) Computers and Chemical Engineering , vol.17 , Issue.3 , pp. 245-255
    • Downs, J.J.1    Vogel, E.F.2
  • 5
    • 0000325341 scopus 로고
    • On lines planes of closest fit to systems of points in space
    • Pearson, K., On lines planes of closest fit to systems of points in space. Phil. Mag., 1901, 2, 559-572.
    • (1901) Phil. Mag. , vol.2 , pp. 559-572
    • Pearson, K.1
  • 8
    • 0003000612 scopus 로고    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, 1996.
    • (1996) Research Papers in Statistics
    • Wold, H.1
  • 9
    • 11144325691 scopus 로고
    • Partial least-squares regression: A tutorial
    • Geladi, P. and Kowalski, B., Partial least-squares regression: a tutorial. Analytica Chimica Acta, 1986, 185, 1-17.
    • (1986) Analytica Chimica Acta , vol.185 , pp. 1-17
    • Geladi, P.1    Kowalski, B.2
  • 11
    • 0043015539 scopus 로고    scopus 로고
    • Nonlinear principal component analysis - Based on principal curves and neural networks
    • Dong, D. and McAvoy, T. J., Nonlinear principal component analysis - based on principal curves and neural networks. Computers and Chemical Engineering, 1996, 20(2), 65.
    • (1996) Computers and Chemical Engineering , vol.20 , Issue.2 , pp. 65
    • Dong, D.1    McAvoy, T.J.2
  • 12
    • 0026853320 scopus 로고
    • Nonlinear PLS modeling using neural networks
    • Qin, S. J. and McAvoy, T. J., Nonlinear PLS modeling using neural networks. Computers Chem. Engng., 1992, 16(4), 379-391.
    • (1992) Computers Chem. Engng. , vol.16 , Issue.4 , pp. 379-391
    • Qin, S.J.1    McAvoy, T.J.2
  • 13
    • 0037944388 scopus 로고
    • Dynamic matrix control - A computer control algorithm
    • Houston, TX
    • Cutler, R. and Ramaker, B., Dynamic matrix control - a computer control algorithm. In AIChE Annual Meeting, Houston, TX, 1979.
    • (1979) AIChE Annual Meeting
    • Cutler, R.1    Ramaker, B.2
  • 14
    • 84916266537 scopus 로고
    • Quadratic programming solution of dynamic matrix control (QDMC)
    • García, C. E. and Morshedi, A. M., Quadratic programming solution of dynamic matrix control (QDMC). Chemical Engineering Communications, 1986, 46, 73-87.
    • (1986) Chemical Engineering Communications , vol.46 , pp. 73-87
    • García, C.E.1    Morshedi, A.M.2
  • 15
    • 0024668467 scopus 로고
    • Model predictive control: Theory and practice - A survey
    • García, C. F., Prett, D. M. and Morari, M., Model predictive control: theory and practice - a survey. Automatica, 1989, 25(3), 335-348.
    • (1989) Automatica , vol.25 , Issue.3 , pp. 335-348
    • García, C.F.1    Prett, D.M.2    Morari, M.3
  • 16
    • 0003070087 scopus 로고
    • Case studies of model predictive control in pulp and paper
    • T. McAvoy, Y. Arkun and E. Zafiriou (eds), Pergammon Press, Oxford, UK
    • Ricker, N., Subramanian, T. and Sim, T., Case studies of model predictive control in pulp and paper. In Model Based Process Control, T. McAvoy, Y. Arkun and E. Zafiriou (eds), Pergammon Press, Oxford, UK, 1989, 13-22.
    • (1989) Model Based Process Control , pp. 13-22
    • Ricker, N.1    Subramanian, T.2    Sim, T.3
  • 17
    • 0024668467 scopus 로고
    • Model predictive control: Theory and practice - A survey
    • García, C., Prett, D. and Morari, M., Model predictive control: theory and practice - a survey. Automatica, 1989, 25(3), 335-348.
    • (1989) Automatica , vol.25 , Issue.3 , pp. 335-348
    • García, C.1    Prett, D.2    Morari, M.3
  • 18
    • 0041997916 scopus 로고
    • Monitoring process performance in real-time
    • Boston, MA
    • Piovoso, M. J., Kosanovich, K. A. and Pearson P. K., Monitoring process performance in real-time. In Proc. of 1991 ACC, Boston, MA, 1991, pp. 721-724.
    • (1991) Proc. of 1991 ACC , pp. 721-724
    • Piovoso, M.J.1    Kosanovich, K.A.2    Pearson, P.K.3
  • 19
    • 0030397301 scopus 로고    scopus 로고
    • Process control utilizing data based multivariate statistical models
    • Chen, G. and McAvoy, T. J., Process control utilizing data based multivariate statistical models. The Canadian Journal of Chemical Engineering, 1996, 74, 1010-1024.
    • (1996) The Canadian Journal of Chemical Engineering , vol.74 , pp. 1010-1024
    • Chen, G.1    McAvoy, T.J.2
  • 20
    • 0022011031 scopus 로고
    • Input-output parametric models for non-linear systems. Part I: Deterministic non-linear systems; Part II: Stochastic non-linear systems
    • Leontaritis, I. and Billings, S., Input-output parametric models for non-linear systems. Part I: Deterministic non-linear systems; Part II: Stochastic non-linear systems. Int. J. of Control, 1985, 41, 303-344.
    • (1985) Int. J. of Control , vol.41 , pp. 303-344
    • Leontaritis, I.1    Billings, S.2
  • 21
    • 0000736289 scopus 로고
    • Some comments on neural networks and other empirical modeling methods
    • Austin, TX and New York
    • MacGregor, J. F., Marlin, T. E. and Kresta, J. V., Some comments on neural networks and other empirical modeling methods. In CPC-IV, Austin, TX and New York, 1991, pp. 665-672.
    • (1991) CPC-IV , pp. 665-672
    • MacGregor, J.F.1    Marlin, T.E.2    Kresta, J.V.3
  • 22
    • 0020114413 scopus 로고
    • Internal model control 1, A unifying review and some new results
    • García, C. E. and Morari, M., Internal model control 1, a unifying review and some new results. Ind. Eng. Chem. Process Des. Dev., 1982, 21, 308-323.
    • (1982) Ind. Eng. Chem. Process Des. Dev. , vol.21 , pp. 308-323
    • García, C.E.1    Morari, M.2
  • 23
    • 0022044624 scopus 로고
    • Internal model control 3, multivariate control law computation and tuning guidelines
    • García, C. E. and Morari, M., Internal model control 3, multivariate control law computation and tuning guidelines. Ind. Eng. Chem. Process Des. Dev., 1985, 24, 484-494.
    • (1985) Ind. Eng. Chem. Process Des. Dev. , vol.24 , pp. 484-494
    • García, C.E.1    Morari, M.2
  • 24
    • 0025498786 scopus 로고
    • Consider IMC tuning to improve controller performance
    • Chien, C., Lung, I. and Fruehauf, P. S., Consider IMC tuning to improve controller performance. Chemical Engineering Progress, 1990, 86(10), 33.
    • (1990) Chemical Engineering Progress , vol.86 , Issue.10 , pp. 33
    • Chien, C.1    Lung, I.2    Fruehauf, P.S.3
  • 25
    • 0020205650 scopus 로고
    • Approximate solutions for distillation rating and operating problems using the smoker equations
    • Tolllver, L. T. and Waggoner, R. C., Approximate solutions for distillation rating and operating problems using the smoker equations. Ind. Eng. Chem. Fundam., 1982, 21, 422-427.
    • (1982) Ind. Eng. Chem. Fundam. , vol.21 , pp. 422-427
    • Tolllver, L.T.1    Waggoner, R.C.2
  • 26
    • 0029179745 scopus 로고
    • An improved base control for the Tennessee Eastman problem
    • Ye, N. and McAvoy, T. J., An improved base control for the Tennessee Eastman problem. In Proc. of 1995 ACC, 1995, pp. 240-245.
    • (1995) Proc. of 1995 ACC , pp. 240-245
    • Ye, N.1    McAvoy, T.J.2
  • 27
    • 0028431355 scopus 로고
    • Base control of the Tennessee Eastman problem
    • McAvoy, T. and Ye, N., Base control of the Tennessee Eastman problem. Computers and Chemical Engineering, 1994, 18, 383-413.
    • (1994) Computers and Chemical Engineering , vol.18 , pp. 383-413
    • McAvoy, T.1    Ye, N.2
  • 28
    • 0029771436 scopus 로고    scopus 로고
    • Nonlinear inferential parallel cascade control
    • McAvoy, T., Ye, N. and Chen, G., Nonlinear inferential parallel cascade control. Ind. Eng. Chem. Res., 1996, 35, 130-137.
    • (1996) Ind. Eng. Chem. Res. , vol.35 , pp. 130-137
    • McAvoy, T.1    Ye, N.2    Chen, G.3
  • 29
    • 0028483476 scopus 로고
    • Monitoring of batch processes using multi-way PCA
    • Nomikos, P. and MacGregor, J., Monitoring of batch processes using multi-way PCA. AIChE Journal, 1994, 40, 1361-1375.
    • (1994) AIChE Journal , vol.40 , pp. 1361-1375
    • Nomikos, P.1    MacGregor, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.