Model predictive control of large scale processes

Journal of Process Control

Volumn 10, Issue 1, 2000, Pages 1-8

  Van Antwerp, Jeremy G ^a   Braatz, Richard D ^a  

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

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; CONSTRAINT THEORY; CONTROL SYSTEM ANALYSIS; CONTROL SYSTEM SYNTHESIS; LARGE SCALE SYSTEMS; LINEAR PROGRAMMING; MATHEMATICAL MODELS; PREDICTIVE CONTROL SYSTEMS; PROBLEM SOLVING; QUADRATIC PROGRAMMING; SET THEORY;

LINEAR CONSTRAINT SETS; MODEL PREDICTIVE CONTROL ALGORITHMS;

PROCESS CONTROL;

EID: 0033928527     PISSN: 09591524     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0959-1524(99)00050-5     Document Type: Article

References (18)

1. Eaton J.W., Rawlings J.B. Model predictive control of chemical processes. Chem. Eng. Sci. 47:1992;705-720.
2. Garcia C.E., Prett D.M., Morari M. Model predictive control. theory and practice - a survey Automatica. 25:1989;335-348.
3. Ricker N.L. Model predictive control with state estimation. Ind. Eng. Chem. Res. 29:1990;374-382.
4. Braatz R.D., Tyler M.L., Morari M., Pranckh F.R., Sartor L. Identification and cross-directional control of coating processes. AIChE J. 38:1992;1329-1339.
5. Braatz R.D., VanAntwerp J.G. Advanced cross-directional control. Pulp & Paper Canada. 98(7):1997;T237-239.
6. P. Dave, F.J. Doyle III, J.F. Pekny. Specialized programming methods in the model predictive control of large scale systems, J. of Process Control, in press.
7. C.V. Rao, J.C. Campbell, J.B. Rawlings, S.J. Wright. Efficient implementation of model predictive control for sheet and film forming processes. in: Proc. of the American Control Conf., Piscataway, NJ, IEEE Press, 1997, pp. 2940-2944.
8. A. Zheng. Constrained model predictive control: is QP necessary? J. of Process Control, in press.
9. Khachiyan L.G., Todd M.J. On the complexity of approximating the maximal inscribed ellipsoid for a polytope. Math. Prog. 61:1993;137-159.
10. Y. Nesterov, A. Nemirovskii. Studies in Applied Mathematics, Vol. 13, Interior Point Polynomial Algorithms in Convex Programming, SIAM, Philadelphia, PA, 1994.
11. S. Boyd, L. El Ghaoui, E. Feron, V. Balakrishnan. Studies in Applied Mathematics, Vol. 15, Linear Matrix Inequalities in System and Control Theory, SIAM, Philadelphia, PA, 1994.
12. Bland R.G., Goldfarb D., Todd M.J. The ellipsoid method. a survey Operations Research. 29:1981;1039-1091.
13. Peressini A.L., Sullivan F.E., Uhl J.J. Jr. The Mathematics of Nonlinear Programming. 1988;Springer-Verlag, New York.
14. IMSL, Visual Numerics, Inc., 1997 (computer software).
15. Goldfarb D., Idnani A. A numerically stable dual method for solving strictly convex quadratic programs. Math. Prog. 27:1983;1-33.
16. Powell M.J.D. On the quadratic programming algorithm of Goldfarb and Idnani. Mathematical Programming Study. 25:1985;46-61.
17. Ricker N.L. Model-predictive control of processes with many inputs and outputs. Control and Dynamic Systems. 37:1990;217-269.
18. R.D. Braatz, B.A. Ogunnaike, A.P. Featherstone. Identification, estimation, and control of sheet and film processes, in: Proc. of the IFAC World Congress, Tarrytown, New York, 1996. Elsevier Science Inc., pp. 319-324.