Integrated Robust Identification and Control of Large-Scale Processes

Industrial and Engineering Chemistry Research

Volumn 37, Issue 1, 1998, Pages 97-106

  Featherstone, Andrew P ^a   Braatz, Richard D ^a  

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

Author keywords

[No Author keywords available]

Indexed keywords

CONTROLLABILITY; IDENTIFICATION (CONTROL SYSTEMS); LARGE SCALE SYSTEMS; PAPERMAKING MACHINERY; ROBUSTNESS (CONTROL SYSTEMS);

PSEUDO SINGULAR VALUES;

PROCESS CONTROL;

EID: 0031646760     PISSN: 08885885     EISSN: None     Source Type: Journal    
DOI: 10.1021/ie970356s     Document Type: Article

References (47)

1. Beck, J. V.; Arnold, K. J. Parameter Estimation in Engineering and Science; Wiley: New York, 1977.
2. Bialkowski, W. L. Control systems engineering: have we gone wrong? InTech 1986, 33, 27.
3. Braatz, R. D. Internal model control. In The Control Handbook; Levine, W. S., Ed.; CRC Press: Boca Raton, FL, 1995; p 215.
4. Braatz, R. D. The average-case identifiability of large scale systems. AIChE Annual Meeting, Los Angeles, CA, Nov 1997; Paper 215a.
5. Braatz, R. D.; Featherstone, A. P. Identification and control of large scale paper machines. Weyerhaeuser Workshop on Modeling and Control of Kamyr Digesters and Paper Machines, Tacoma, WA, June 1995.
6. Braatz, R. D.; Lee, J. H. Physical consistency in control structure selection and the integration of design and control. AIChE Spring National Meeting, New Orleans, LA, April 1996; Paper 79d.
7. Braatz, R. D.; Ogunnaike, B. A.; Featherstone, A. P. Identification, estimation, and control of sheet and film processes. Proceedings of the IFAC World Congress; IEEE Press: Piscataway, NJ, 1996; p 319.
8. Brosilow, C. B. The structure and design of Smith predictors from the viewpoint of inferential control. In Proceedings of the Joint Automatic Control Conference; IEEE Press: Piscataway, NJ, 1979; p 288.
9. Brosilow, C.; Markale, N. Model predictive cascade control and its implications for classical and IMC cascade control. AIChE Annual Meeting, Miami Beach, FL, Nov 1992.
10. Devore, J. L. Probability and Statistics for Engineering and the Sciences; Brooks/Cole Publishing: Monterey, CA, 1982.
11. Downs, J. J.; Moore, C. F. Steady-state gain analysis for azeotropic distillation. Proceedings of the Joint Automatic Control Conference; IEEE Press: Piscataway, NJ, 1981; p WP7.
12. Doyle, J. C. Analysis of feedback systems with structured uncertainties. IEE Proc., Part D 1982, 129, 242.
13. Doyle, J. C.; Stein, G. Multivariable feedback design: Concepts for a classical/modern synthesis. IEEE Trans. Autom. Control 1981, 26, 4.
14. Featherstone, A. P. Control Relevant Identification of Structured Large Scale Systems. M.S. Thesis, University of Illinois, Urbana, IL, 1995.
15. Featherstone, A. P. Control Relevant Identification of Large Scale Sheet and Film Processes. Ph.D. Dissertation, University of Illinois, Urbana, IL, 1997.
16. Featherstone, A. P.; Braatz, R. D. Control relevant identification of sheet and film processes. Proceedings of the American Control Conference; IEEE Press: Piscataway, NJ, 1995; p 2692.
17. Garcia, C. E.; Morari, M. Internal model control - 1. a unifying review and some new results. Ind. Eng. Chem. Process Des. Dev. 1982, 21, 308.
18. Garcia, C. E.; Morari, M. Internal model control - 2. design procedure for multivariable systems. Ind. Eng. Chem. Process Des. Dev. 1985a, 24, 472.
19. Garcia, C. E.; Morari, M. Internal model control - 3. multivariable control law computation and tuning guidelines. Ind. Eng. Chem. Process Des. Dev. 1985b, 24, 484.
20. Golub, G. H.; van Loan, C. F. Matrix Computations; Johns Hopkins University Press: Baltimore, MD, 1983.
21. Heaven, E. M.; Kean, T. M.; Jonsson, I. M.; Manness, M. A.; Vu, K. M.; Vyse, R. N. Applications of system identification to paper machine model development and controller design. In Second IEEE Conference on Control Applications; IEEE Press: Piscataway, NJ, 1993; p 227.
22. Hovd, M.; Braatz, R. D.; Skogestad, S. On the structure of the robust optimal controller for a class of problems. Proceedings of the IFAC World Congress; Pergammon Press: Oxford, 1993; Vol. IV, p 27.
23. ∞-, and μ-optimal control. Automatica 1996, 33, 433.
24. Hung, Y. S.; MacFarlane, A. G. J. Multivariable Control: A Quasi-classical Approach; Springer Verlag: Berlin, 1982.
25. Karlsson, H.; Haglund, L. Optimal cross-direction basis weight and moisture profile control on paper machines. 3rd International Pulp and Paper Process Control Symposium, Vancouver, B.C., Canada, May 1983.
26. Kaspar, M. H.; Ray, W. H. Partial least squares modelling as successive singular value decompositions. Comput. Chem. Eng. 1993, 17, 985.
27. Koung, C. W.; MacGregor, J. F. Design of identification experiments for robust control - a geometric approach for bivariate processes. Ind. Eng. Chem. Res. 1993, 32, 1658.
28. Koung, C. W.; MacGregor, J. F. Identification for robust multivariable control - the design of experiments. Automatica 1994, 30, 1541.
29. Lau, H.; Alvarez, J.; Jensen, K. F. Synthesis of control structures by singular value analysis: Dynamic measures of sensitivity and interaction. AIChE J. 1985, 31, 427.
30. Li, W.; Lee, J. H. Control relevant identification of ill-conditioned systems: estimation of gain directionality. Comput. Chem. Eng. 1996, 20, 1023.
31. Ljung, L. System Identification: Theory for the User; Prentice-Hall: Englewood Cliffs, NJ, 1987.
32. MacFarlane, A. G. J.; Kouvaritakis, B. A design technique for linear multivariable feedback systems. Int. J. Control 1977, 25, 837.
33. Moore, C. Application of singular value decomposition to the design, analysis, and control of industrial processes. Proceedings of the American Control Conference; IEEE Press: Piscataway, NJ, 1986; p 643.
34. Morari, M. Flexibility and resiliency of process systems. Comput. Chem. Eng. 1983, 7, 423.
35. Morari, M. Robust stability of systems with integral control. IEEE Trans. Autom. Control 1985, 30, 574.
36. Morari, M.; Zafiriou, E. Robust Process Control; Prentice-Hall: Englewood Cliffs, NJ, 1989.
37. Narraway, L.; Perkins, J. Selection of process control structure based on linear dynamic economics. Ind. Eng. Chem. Res. 1993, 32, 2681.
38. Narraway, L.; Perkins, J. Selection of process control structure based on economics. Comput. Chem. Eng. 1994, 18, S511.
39. Narraway, L. T.; Perkins, J. D.; Barton, G. W. Interaction between process design and process control: economic analysis of process dynamics. J. Process Control 1991, 1, 243.
40. Ogunnaike, B. A.; Ray, W. H. Process Dynamics, Modeling, and Control; Oxford University Press: New York, 1994.
41. Perkins, J. D.; Walsh, S. P. K. Optimization as a tool in design/ control integration. In Integration of Process Design and Control; Zafiriou, E., Ed.; Pergamon Press: Oxford, 1994; p 1.
42. Safonov, M. G. Stability margins of diagonally perturbed multivariable feedback systems. IEE Proc., Part D 1982, 129, 251.
43. Skogestad, S.; Morari, M. Effect of disturbance directions on closed-loop performance. Ind. Eng. Chem. Res. 1987, 26, 2029.
44. Skogestad, S.; Postlethwaite, I. Multivariable Feedback Control: Analysis and Design; Wiley: New York, 1996.
45. Skogestad, S.; Morari, M.; Doyle, J. C. Robust control of ill-conditioned plants: High purity distillation. IEEE Trans. Autom. Control 1988, 33, 1092.
46. Skogestad, S.; Jacobsen, E. W.; Morari, M. Inadequacy of steady-state analysis for feedback-control - distillate-bottom control of distillation-columns. Ind. Eng. Chem. Res. 1990, 29, 2339.
47. Walsh, S. P. K.; Perkins, J. D. Integrated design of waste water neutralization systems. In Proceedings of the ESCAPE 4 - 4th European Symposium on Computer-aided Process Engineering; IChemE Publications: Rugby, Great Britain, 1994; p 135.