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Mathematical Problems in Engineering
Volume 2013, Article ID 104702, 6 pages
Research Article

Model Predictive Control Based on Kalman Filter for Constrained Hammerstein-Wiener Systems

1Institute of Advanced Control Technology, Dalian University of Technology, Dalian 116024, China
2Dalian Institute of Science and Technology, Dalian 116052, China

Received 6 August 2013; Accepted 22 September 2013

Academic Editor: William Guo

Copyright © 2013 Man Hong and Shao Cheng. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. A. Jutan and A. Uppal, “Combined feedforward-feedback servo control scheme for an exothermic batch reactor,” Industrial & Engineering Chemistry Process Design and Development, vol. 23, no. 3, pp. 597–602, 1984. View at Google Scholar · View at Scopus
  2. H. Song, W. Gui, and C. Yang, “Identification of Hammerstein-Wiener model with least squares support vector machine,” in Proceedings of the 26th Chinese Control Conference (CCC '07), pp. 260–264, July 2007. View at Publisher · View at Google Scholar · View at Scopus
  3. M. Hong and S. Cheng, “Nonlinear model predictive control based on LS-SVM Hammerstein-wiener model,” Journal of Computational Information Systems, vol. 8, no. 4, pp. 1373–1381, 2012. View at Google Scholar · View at Scopus
  4. J. C. Gómez, A. Jutan, and E. Baeyens, “Wiener model identification and predictive control of a pH neutralisation process,” IEE Proceedings, vol. 151, no. 3, pp. 329–338, 2004. View at Publisher · View at Google Scholar · View at Scopus
  5. H. E. De-feng, Y. U. Li, and Z. O. U. Tao, “Output feedback nonlinear predictive control for constrained Hammerstein systems,” Control Engineering of China, vol. 16, no. 4, pp. 416–418, 2009. View at Google Scholar
  6. X. F. Zhu and D. E. Seborg, “Nonlinear predictive control based on Hammerstein models,” Control Theory & Applications, vol. 11, no. 5, pp. 564–575, 1994. View at Google Scholar · View at MathSciNet
  7. A. L. Cervantes, O. E. Agamennoni, and J. L. Figueroa, “A nonlinear model predictive control system based on Wiener piecewise linear models,” Journal of Process Control, vol. 13, no. 7, pp. 655–666, 2003. View at Publisher · View at Google Scholar · View at Scopus
  8. E. J. Davison and H. W. Smith, “Pole assignment in linear time-invariant multivariable systems with constant disturbances,” Automatica, vol. 7, pp. 489–498, 1971. View at Google Scholar · View at MathSciNet