Fast model predictive control of sheet and film processes

IEEE Transactions on Control Systems Technology

Volumn 8, Issue 3, 2000, Pages 408-417

  VanAntwerp, Jeremy G ^b   Braatz, Richard D ^a,c  

^a IEEE

^b CALVIN COLLEGE   (United States)

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

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; CONSTRAINT THEORY; LARGE SCALE SYSTEMS; MATHEMATICAL MODELS; OPTIMIZATION; PAPERMAKING; PAPERMAKING MACHINERY; PROCESS CONTROL; ROBUSTNESS (CONTROL SYSTEMS); UNCERTAIN SYSTEMS;

INDUSTRIAL CONTROL; MODEL PREDICTIVE CONTROL; PAPER MACHINE MODEL; SINGULAR VALUE DECOMPOSITION;

PREDICTIVE CONTROL SYSTEMS;

EID: 0033722126     PISSN: 10636536     EISSN: None     Source Type: Journal    
DOI: 10.1109/87.845872     Document Type: Article

References (22)

1. R. D. Braatz, B. A. Ogunnaike, and A. P. Featherstone, "Identification, estimation, and control of sheet and film processes," in Proc. IFAC World Congr.. Tarrytown, NY, 1996, pp. 319-324.
2. J. B. Rawlings and I.-L. Chien, "Gage control of film and sheet-forming process," AIChE J., vol. 42, pp. 753-766, 1996.
3. S.-C. Chen and R. G. Wilhelm Jr., "Optimal control of cross-machine direction web profile with constraints on the control effort," in Proc. Amer. Contr. Conf. Piscataway, NJ, 1986, pp. 1409-1415.
4. A. P. Featherstone and R. D. Braatz, "Control-oriented modeling of sheet and film processes," AIChE J., vol. 43, pp. 1989-2001, 1997.
5. ∞-, and μ-optimal control," Automatica, pp. 433-439, 1996.
6. D. Laughlin, M. Morari, and R. D. Braatz, "Robust performance of cross-directional basis-weight control in paper machines," Automatica, vol. 29, pp. 1395-1410, 1993.
7. R. D. Braatz and J. G. VanAntwerp, "Robust cross-directional control of large scale paper machines," in Proc. IEEE Int. Conf. Contr. Applicat. Piscataway, NJ, 1996, pp. 155-160.
8. T. J. Boyle, "Control of cross-direction variations in web forming machines," Canada J. Chem. Eng., vol. 55, pp. 457-461, 1977.
9. R. D. Braatz and J. G. VanAntwerp, "Advanced cross-directional control," Pulp Paper Canada, vol. 98, no. 7, pp. T237-T239, July 1997.
10. L. G. Bergh and J. F. MacGregor, "Spatial control of sheet and film forming processes," Canada J. Chem. Eng., vol. 65, pp. 148-155, 1987.
11. R. D. Braatz, M. L. Tyler, M. Morari, F. R. Pranckh, and L. Sartor, "Identification and cross-directional control of coating processes," AIChE J., vol. 38, pp. 1329-1339, 1992.
12. A. Rigopoulos, Y. Arkun, F. Kayihan, and E. Hanczyc, "Estimation of paper machine full profile properties using Kalman filtering and recursive principal component analysis," in Proc. 5th Int. Conf. Chem. Process Contr. (CPC-V), Tahoe City, CA, 1996.
13. A. P. Featherstone and R. D. Braatz, "Integrated robust identification and control of large scale processes," Ind. Eng. Chem. Res., vol. 37, pp. 97-106, 1998.
14. _, "Input design for large scale sheet and film processes," Ind. Eng. Chem. Res., vol. 37, pp. 449-454, 1998.
15. J. G. VanAntwerp and R. D. Braatz, "Fast model predictive control of sheet and film processes," Univ. Illinois, Urbana, IL, LSSRL Tech. Memo UIUC-LSSRL 99-001.
16. L. G. Khachiyan and M. J. Todd, "On the complexity of approximating the maximal inscribed ellipsoid for a polytope," Math. Prog., vol. 61, pp. 137-159, 1993.
17. Y. Nesterov and A. Nemirovskii, Interior Point Polynomial Algorithms in Convex Programming. Philadelphia, PA: SIAM, 1994, vol. 13, Studies in Applied Mathematics.
18. P. J. Campo and M. Morari, "Achievable closed-loop properties of systems under decentralized control: Conditions involving the steady-state gain," IEEE Trans. Automat. Contr., vol. 39, pp. 932-943, 1994.
19. R. G. Bland, D. Goldfarb, and M. J. Todd, "The ellipsoid method: A survey," Operations Res., vol. 29, pp. 1039-1091, 1981.
20. P. Dave, J. Pekny, and F. Doyle, "Customization strategies for the solution of linear programming problems arising from large-scale model predictive control of a paper machine," Purdue Univ., School Chem. Eng., West Lafayette, IN, CIPAC Tech. Rep., 1997.
21. C. V. Rao, J. C. Campbell, J. B. Rawlings, and S. J. Wright, "Efficient implementation of model predictive control for sheet and film forming processes," in Proc. Amer. Contr. Conf. Piscataway, NJ, 1997, pp. 2940-2944.
22. E. M. Heaven, T. M. Kean, I. M. Jonsson, M. A. Manness, K. M. Vu, and R. N. Vyse, "Applications of system identification to paper machine model development and controller design," in 2nd IEEE Conf. Contr. Applicat., Vancouver, BC, Canada, Sept. 13-16, 1993, pp. 227-233.