Adaptive estimation for fuzzy TSK model-based predictive control

Transactions of the Institute of Measurement & Control

Volumn 23, Issue 1, 2001, Pages 31-50

  Mahfouf, M ^a   Kandiah, S ^b   Linkens, D A ^a  

^a UNIVERSITY OF SHEFFIELD   (United Kingdom)

^b Palm Oil Research Institute of Malaysia   (Malaysia)

Author keywords

adaptive control; fuzzy model; parameter estimation; predictive control; Takagi Sugeno Kang fuzzy model

Indexed keywords

EID: 0034915625     PISSN: 01423312     EISSN: None     Source Type: Journal    
DOI: 10.1177/014233120102300103     Document Type: Article

References (15)

1. Bierman, G. J. 1977: Factorization methods for discrete sequential estimation. New York: Academic Press.
2. Clarke, D. W., Mohtadi, C. and Tuffs, P. S. 1987: Generalised predictive control - parts I and II. Automatica 23, 137-160.
3. Cutler, C. R. and Ramaker, B. L. 1980: Dynamic matrix control - a computer control algorithm. Proceedings of the Joint Automatic Control Conference, San Francisco, California.
4. Garcia, C. E. and Morari, M. 1982: Internal model control. 1. A unifying review and some new results. Industrial Engineering Chemical Process Design and Development 21, 308-323.
5. Graham, B. and Newell, R. 1989: Fuzzy adaptive control of a first-order process. Fuzzy Sets and Systems 31, 47-65.
6. Kandiah, S. 1996: Fuzzy model-based predictive control of chemical processes. Unpublished PhD Thesis, Department of Automatic Control and Systems Engineering, the University of Sheffield.
7. Nie, J. and Linkens, D. A. 1995: Fuzzy neural control: principles, algorithms and applications. Hemel Hempstead: Prentice Hall.
8. Pedrycz, W. 1984: An identification algorithm in fuzzy relational systems. Fuzzy Sets and Systems 13, 153-167.
9. Postlethwaite, B. 1991: Empirical comparison of methods of fuzzy relational identification. IEEE Proceedings-D 138, 197-206.
10. Procyk, T. J. and Mamdani, E. H. 1979: A linguistic self-organising process controller. Automatica 15, 15-30.
11. Richalet, J., Rault, A., Testud, J. L. and Papon, J. 1978: Model predictive heuristic control: applications to industrial processes. Automatica 14, 413-413.
12. Sugeno, M. and Yasukawa, T. 1993: A fuzzy-logic based approach to qualitative modelling. IEEE Transactions on Fuzzy Systems 1, 7-29.
13. Takagi, T. and Sugeno, M. 1985: Fuzzy identification of systems and its application to modelling and control. IEEE Transactions on Systems, Man and Cybernetics 15, 116-132.
14. Wang, L. X. 1994: Adaptive fuzzy systems and control: design and stability analysis. Prentice-Hall, Englewood Cliffs.
15. Zadeh, L. A. 1973: Outline of a new approach to complex systems and decision processes. IEEE Transactions on Systems, Man and Cybernetics SMC-3, 28-44.