Quantifying the potential benefits of constrained control for a large-scale system

IEE Proceedings: Control Theory and Applications

Volumn 149, Issue 5, 2002, Pages 423-432

  Ma, D L ^a   VanAntwerp, J G ^a   Hovd, M ^a   Braatz, R D ^a  

^a UNIVERSITY OF ILLINOIS AT URBANA CHAMPAIGN   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ACTUATORS; ALGORITHMS; COMPUTER SIMULATION; CONSTRAINT THEORY; CONTROL SYSTEM SYNTHESIS; LARGE SCALE SYSTEMS; MATHEMATICAL MODELS; ORDINARY DIFFERENTIAL EQUATIONS; PARTIAL DIFFERENTIAL EQUATIONS; PREDICTIVE CONTROL SYSTEMS; TRANSFER FUNCTIONS; UNCERTAIN SYSTEMS;

CONSTRAINED CONTROL ALGORITHM; MODEL PREDICTIVE CONTROL; MODEL UNCERTAINTIES;

PROCESS CONTROL;

EID: 0036758673     PISSN: 13502379     EISSN: None     Source Type: Journal    
DOI: 10.1049/ip-cta:20020557     Document Type: Article

References (32)

1. EATON, J.W., and RAWLINGS, J.B.: Model predictive control of chemical processes', Chem. Eng. Sci., 1992, 47, pp. 705-720
2. GARCIA, C.E., PRETT, D.M., and MORARI, M.: 'Model predictive control: Theory and practice - A survey', Automatica, 1989, 25, pp. 335-348
3. RICKER, N.L.: 'Model predictive control with state estimation', Ind. Eng. Chem. Res., 1990, 29, pp. 374-382
4. CLARKE, D.W., MOHTADI, C., and TUFFS, P.S.: 'Generalized predictive control. 1. Extensions and interpretations', Automatica, 1987, 23, pp. 137-148
5. CUTLER, C.R., and RAMAKER, B.L.: 'Dynamic matrix control-A computer control algorithm' American Institute of Chemical Engineers, National Meeting, 1979
6. CHIA, T.L., and BROSILOW, C.B.: 'Modular multivariable control of a fractionator', Hydrocarbon Proc., 1991, 70, pp. 61-66
7. BRAATZ, R.D., TYLER, M.L., MORARI, M., PRANCKH, F.R., and SARTOR, L.: 'Identification and cross-directional control of coating processes', AIChE J., 1992, 38, pp. 1329-1339
8. FEATHERSTONE, A.P., and BRAATZ, R.D.: 'Control-oriented modeling of sheet and film processes', AIChE J., 1997, 43, pp. 1989-2001
9. FEATHERSTONE, A.P., and BRAATZ, R.D.: 'Integrated robust identification and control of large scale processes', Ind. Eng. Chem. Res., 1998, 37, pp. 97-106
10. SKOGESTAD, S., and POSTLETHWAITE, I.: 'Multivariable feedback control: analysis and design' (John Wiley & Sons, New York, 1996)
11. KASPAR, M.H., and RAY, W.H.: 'Partial least squares modelling as successive singular value decompositions', Comput. Chem. Eng., 1993, 17, pp. 985-989
12. LAU, H., ALVAREZ, J., and JENSEN, K.F.: 'Synthesis of control structures by singular value analysis: Dynamic measures of sensitivity and interaction', AIChE J., 1985, 31, pp. 427-439
13. MOORE, C.: 'Application of singular value decomposition to the design, analysis, and control of industrial processes', Proceedings of the American Control Conference, 1986, Piscataway, New Jersey, pp. 643-650
14. SKOGESTAD, S., MORARI, M., and DOYLE, J.C.: 'Robust control of ill-conditioned plants: High purity distillation', IEEE Trans. Autom. Control, 1988, 33, pp. 1092-1105
15. DOYLE, J.C., and STEIN, G.: 'Multivariable feedback design: Concepts for a classical/modern synthesis', IEEE Trans. Autom. Control, 1981, 26, pp. 4-16
16. FEATHERSTONE, A.P., and BRAATZ R.D.: 'Control relevant identification of sheet and film processes', Proceeding of the American Control Conference, 1995, Piscataway, NJ, pp. 2692-2696
17. HOVD, M., BRAATZ, R.D., and SKOGESTAD, S.: 'On the structure of the robust optimal controller for a class of problems', Proceedings of the IFAC World Congress, 1993, Tarrytown, NY, IV, pp. 27-30
18. ∞-, and μ-optimal control', Automatica, 1996, 33, pp. 433-439
19. FEATHERSTONE, A.P., VANANTWERP, J.G., and BRAATZ, R.D.: 'Identification and control of sheet and film processes' (Springer Verlag, London, 2000)
20. RUSSELL, E.L., and BRAATZ, R.D.: 'The average-case identifiability and controllability of large scale systems', J. Process Control, 2002, 12, pp. 823-829
21. MORARI, M.: 'Flexibility and resiliency of process systems', Comput. Chem. Eng., 1983, 7, pp. 423-437
22. VANANTWERP, J.G., and BRAATZ, R.D.: 'Model predictive control of large scale processes', J. Process Control, 2000, 10, pp. 1-8
23. HOVD, M., and BRAATZ, R.D.: 'On the computation of disturbance rejection measures'. Proceedings of the International Symposium on Advanced Control of Chemical Processes, 2000, Pisa, Italy, 1, pp. 63-68
24. MORARI, M., and ZAFIRIOU, E.: 'Robust process control' (Prentice-Hall, Englewood Cliffs, NJ, 1989)
25. OGUNNAIKE, B.A., and RAY, W.H.: 'Process dynamics, modeling, and control' (Oxford University Press, New York, 1994)
26. ZHOU, K., DOYLE, J.C., and GLOVER, K.: 'Robust and optimal control' (Prentice-Hall, New Jersey, 1995)
27. HORN, R.A., and JOHNSON, C.R.: 'Matrix Analysis' (Cambridge University Press, Cambridge, England, 1985)
28. DAVE, P., WILLIG, D.A., KUDVA, G.K., PEKNY, J.F., and DOYLE, F.J.: 'LP methods in MPC of large scale systems: Application to paper-machine CD control', AIChE J., 1997, 43, pp. 1016-1031
29. DUNCAN, S.R., CORSCADDEN, K.W., and HEATH, W.P.: 'Mini-max control of cross directional variations in basis weight on a paper machine'. 819, Control Systems Centre Report, 1994, UMIST, Manchester, UK
30. RAO, C.V., CAMPBELL, J.C., RAWLINGS, J.B., and WRIGHT, S.J.: 'Efficient implementation of model predictive control for sheet and film forming processes'. Proceedings of the American Control Conference, 1997, Piscataway, NJ, pp. 2940-2944
31. RIGOPOULOS, A., ARKUN, Y., and KAYIHAN, F.: 'Model predictive control of CD profiles in sheet forming processes using full profile disturbance models identified by adaptive PCA'. Proceedings of the American Control Conference, 1997, Piscataway, NJ, pp. 1468-1472
32. VANANTWERP, J.G., and BRAATZ, R.D.: 'Fast model predictive control of sheet and film processes', IEEE Trans. Control Syst. Technol., 2000, 8 pp. 408-417