Implementation of SISO robust predictive control to a three tanks system

Proceedings of the IEEE International Conference on Control Applications

Volumn , Issue , 2008, Pages 323-328

  Bouzouita, Badreddine ^a   Bouani, Faouzi ^a   Wertz, Vincent ^b   Ksouri, Mekki ^a  

^a UNIVERSITY OF TUNIS EL MANAR   (Tunisia)

^b UNIVERSITÉ CATHOLIQUE DE LOUVAIN   (Belgium)

Author keywords

[No Author keywords available]

Indexed keywords

APPLICATIONS; DIESEL ENGINES; GENETIC ALGORITHMS; LAWS AND LEGISLATION; MATHEMATICAL PROGRAMMING; OPTIMIZATION; PREDICTIVE CONTROL SYSTEMS; TANKS (CONTAINERS);

AUTO REGRESSIVE INTEGRATED MOVING AVERAGE; AUTO-REGRESSIVE; CONTROL APPLICATIONS; CONTROL LAWS; GENERALIZED GEOMETRIC PROGRAMMING; GLOBAL OPTIMIZATION ALGORITHMS; INTERNATIONAL CONFERENCES; MIN-MAX OPTIMIZATION; NON-LINEAR CONTROLLERS; PARAMETRIC UNCERTAINTIES; PERFORMANCE CRITERION; POLYTOPIC UNCERTAINTIES; ROBUST PREDICTIVE CONTROL; SINGLE INPUT - SINGLE OUTPUT; WORST CASE;

GLOBAL OPTIMIZATION;

EID: 53349107399     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CCA.2008.4629615     Document Type: Conference Paper

References (23)

1. S. Qin and T. Badgwell, "An overview of industrial model predictive control technology," Fifth International Conference on Chemical Process Control, vol. 93, pp. 232-256, 1997.
2. C. Loh and J. Duh, "Analysis of nonlinear system using narma models," JSCE - Structural Eng./Earthquake Eng, vol. 13, pp. 11-21, 1996.
3. N. Chiras, C. Evans, and D. Rees, "Nonlinear gas turbine modeling using narmax structures," IEEE Trans. on Instrumentation and Measurement, vol. 50, no. 4, 2001.
4. A. Leva and L. Piroddi, "Narx-based technique for the modeling of magnetorheological damping devices," Smart Materials and Structures, vol. 11, pp. 79-88, 2002.
5. S. Ploix, "Diagnostic des systèmes incertains : lápproche bornante." PhD thesis, Institut National Polytechnique de Lorraine, 23 décembre 1998.
6. H. Al-Duwaish and W. Naeem, "Nonlinear model predictive control of hammerstein and wiener models using genetic algorithms," Proceedings of the 2001 IEEE International Conference on Control Applications, pp. 465-469, 2001.
7. M. Martinez, J. S. Senent, and X. Blasco, "Generalized predictive control using genetic algorithms (gagpc)," Engineering Applications of Artificial Intelligence, vol. 11, pp. 355-367, 1998.
8. W. Dong-su, G. Hong-bin, and L. Hui, "Ga-based model predictive control of semi-active landing gear," Chinese Journal of Aeronautics, vol. 20, pp. 47-54, 2007.
9. X.-J. Wu, X.-J. Zhu, G.-Y. Cao, and H.-Y. Tu, "Predictive control of sofc based on a ga-rbf neural network model," Journal of Power Sources, vol. 167, pp. 145-150, 2007.
10. B. Badreddine, B. Faouzi, and K. Mekki, "Solving non convex min-max predictive controller," Information Decision and Control conference, Adelaide, Australia, pp. 360-365, February 12-14 2007.
11. _, "Robust mpc of nonlinear multivariable systems subject to time varying parameters," 15th Mediterranean Conference on Control and Automation, MED'07, Athens, Greece, June 27-29 2007.
12. _, "Efficient implementation of mpc with parametric uncertainties," European Control Conference, Kos, Greece, pp. 1062-1067, 2-5 July 2007.
13. I. Leontaritis and S. Billings, "Input-output parametric models for non-linear systems. part i: deterministic non-linear systems." International Journal of Control, vol. 41, pp. 303-328, 1985.
14. I. J. Leontaris and S. A. Billings, "Input-output parametric models for non-linear systems-part 1:deterministic non-linear systems; part 2: Stochastic non-linear systems." International Journal of Control, vol. 41, pp. 303-344, 1987.
15. G. H. C. Oliveira, W. C. Amaral, G. Favier, and G. A. Dumont, "Contrained robust predictive controller for uncertain processes modelled by orthonormal series function," Automatica, vol. 36, pp. 563-571, 2000.
16. L. Davis, Handbook of Genetic Algorithms. New York: Van Nostrand Reinhold, 1991.
17. D. E. Goldberg, Genetic Algorithm in search. Optimisation and Machine Learning. Addison-Wesley Pub. Co., 1989.
18. I. Lerman and F. Ngouenet, "Algorithmes génétiques séquentiels et parallèles pour une représentation affine des proximités," INRIA Rennes," Rapport de Recherche - Projet REPCO 2570, 1995.
19. J.-F. Tsai and M.-H. Lin, "An optimization approach for solving signomial discrete programming problems with free variables," Computers and Chemical Engineering, vol. 30, pp. 1256-1263, 2006.
20. K.-M. Björk, P. O. Lindberg, and T. Westerlund, "Some convexifi cations in global optimization of problems containing signomial terms," Computers and Chemical Engineering, vol. 27, pp. 669-679, 2003.
21. P. Shen and K. Zhang, "Global optimization of signomial geometric programming using linear relaxation," Applied Mathematics and Computation, vol. 150, pp. 99-114, 2004.
22. Y. Wang and Z. Liang, "A deterministic global optimization algorithm for generalized geometric programming," Applied Mathematics and Computation, vol. 168, pp. 722-737, 2005.
23. J.-F. Tsai, M.-H. Lin, and Y.-C. Hu, "On generalized geometric programming problems with non-positive variables," European Journal of Operational Research, vol. 178, pp. 10-19, 2007.