Optimization-based state estimation - A comparative study for the batch polycondensation of polyethyleneterephthalate

2001 European Control Conference, ECC 2001

Volumn , Issue , 2001, Pages 1062-1067

  Gesthuisen, R ^a   Klatt, K U ^b   Engell, S ^a  

^a TU DORTMUND UNIVERSITY   (Germany)

^b BAYER AG   (Germany)

Author keywords

constrained optimization; moving horizon; nonlinear state estimation; nonlinear systems

Indexed keywords

EXTENDED KALMAN FILTERS; NONLINEAR ANALYSIS; NONLINEAR PROGRAMMING; NONLINEAR SYSTEMS; POLYCONDENSATION; STATE ESTIMATION;

DYNAMIC OPTIMIZATION PROBLEM (DOP); MOVING HORIZON; MOVING HORIZON ESTIMATOR; NON-LINEAR OPTIMIZATION PROBLEMS; NONLINEAR STATE ESTIMATION; ON-LINE APPLICATIONS; OPTIMIZATION PROBLEMS; SEQUENTIAL IMPLEMENTATION;

CONSTRAINED OPTIMIZATION;

EID: 84947460491     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.23919/ecc.2001.7076055     Document Type: Conference Paper

References (10)

1. F. Allgöwer, T. A. Badgwell, J. S. Qin, J. B. Rawlings, and S. J. Wright. Nonlinear Predictive Control and Moving Horizon Estimation-An Introductory Overview, chapter 12, pages 391-449. Springer Verlag, London-Berlin-Heidelberg, 1999.
2. P. Appelhaus and S. Engell. Design and implementation of an extended observer for the polymerisation of polyethyleneterephthalate. Chemical Engineering Science, 51(10):1919-1926, 1996.
3. J. E. Cuthrell and L. T. Biegler. On the optimization of Differential-Algebraic process systems. AIChE Journal, 33(8):1257-1270, 1987.
4. A. Draeger and R. Gesthuisen. Neuronales Netz zur Schätzung des Polymerisationsgrads bei der Polykondensation zu Polyethylenterephthalat. Chem. Ing. Tech., 10:1320-1323, 1996.
5. A. Gelb. Applied Optimal Estimation. The M. I. T. Press, Massachusetts Institute of Technology, 1974.
6. C. Gentric, F. Pla, M. A. Latifi, and J. P. Corriou. Optimization and nonlinear control of a batch emulsion polymerization reactor. Chemical Engineering Journal, 75:31-46, 1999.
7. Ralf Gesthuisen and Sebastian Engell. Determination of the mass-transfer in the polycondensation of polyethyleneterephthalate by nonlinear estimation techniques. Preprints of the 5th IFAC Symposium on Dynamics and Control of Process Systems, Corfu, Greece, June 8-10, pages 694-699, 1998.
8. K. R. Muske and J. B. Rawlings. NonlinearMoving Horizon State Estimation, volume 293 of NATO ASI Series, pages 349-365. Kluwer Academic, 1994.
9. K. R. Muske, J. B. Rawlings, and J. H. Lee. Receding horizon recursive state estimation. Proceedings of the American Control Conference, San Francisco, pages 900-904, june 1993.
10. D. G. Robertson, J. H. Lee, and J. B. Rawlings. A moving horizon-based approach for least-squares estimation. AIChE Journal, 42(8):2209-2224, August 1996.