Analysis and design for a class of complex control systems part I: Fuzzy modelling and identification

Automatica

Volumn 33, Issue 6, 1997, Pages 1017-1028

  Cao, S G ^a   Rees, N W ^a   Feng, G ^a  

^a UNIVERSITY OF NEW SOUTH WALES   (Australia)

Author keywords

Complex systems; Fuzzy control; Fuzzy models; Identification; Modelling

Indexed keywords

COMPLEX CONTROL SYSTEMS; FUZZY DYNAMIC MODELS; GLOBAL RULE INTERPOLATION; LOCAL RULE MAPS;

CONTROL EQUIPMENT; CONTROL SYSTEM ANALYSIS; CONTROL SYSTEM SYNTHESIS; FUZZY SETS; INTERPOLATION; LARGE SCALE SYSTEMS; MATHEMATICAL MODELS; MEMBERSHIP FUNCTIONS; PARAMETER ESTIMATION;

FUZZY CONTROL;

EID: 0031163944     PISSN: 00051098     EISSN: None     Source Type: Journal    
DOI: 10.1016/s0005-1098(97)00010-1     Document Type: Article

References (14)

1. Cao, S. G. and Rees, N. W. (1995) Identification of dynamic fuzzy models. Fuzzy Sets Syst. 74, 307-320.
2. Hilhorst, R. A., Van Amerongen, J., Lohnberg, P. and Tulleken, H. J. A. F. (1994) A supervisor for control of mode-switch processes. Automatica 30, 319-1331.
3. Isidori, A. (1985) Nonlinear Control Systems: An Introduction. Lecture Notes in Control and Information Science, Vol. 72, Springer-Verlag, Berlin.
4. Mamdani, E. H. and Assilian, S. (1974) Applications of fuzzy algorithms for control of simple dynamic plant. Proc. IEE, PtD 121, 1585-1588.
5. Nakanishi, H., Turksen, I. B. and Sugeno, M. (1993) A review and comparison of six reasoning methods. Fuzzy Sets Syst. 57, 257-294.
6. Nijmeijer, H. and van der Schaft, A. J. (1990) Nonlinear Dynamical Control Systems. Springer-Verlag, New York.
7. Palizban, H. A., O'Kelly, P. A. and Rees, N. W. (1995) Practical optimal predictive control of power plant coal mills. In Proc. IFAC Symp. Control of Power Plants and Power Systems, Cancun, Mexico, pp. 177-182.
8. Puskorius, G. V. and Feldkamp, L. A. (1994) Neurocontrol of nonlinear dynamical systems with Kalman filter trained recurrent network. IEEE Trans. Neural Networks NN-5, 279-297.
9. Sugeno, M. and Yasukawa, T. (1993) A fuzzy logical based approach to qualitative modelling. IEEE Trans. Fuzzy Syst. FS-1, 7-25.
10. Takagi, T. and Sugeno, M. (1985) Fuzzy identification of systems and its application to modeling and control. IEEE Trans. Syst., Man, Cyber. SMC-15, 116-132.
11. Tanaka, K. and Sugeno, M. (1992) Stability analysis and design of fuzzy control systems. Fuzzy Sets Syst. 45, 135-136.
12. Wang, L. X. and Mendel, J. M. (1992) Fuzzy basis functions, universal approximation, and orthogonal least-squares learning. IEEE Trans. Neural Networks NN-3, 807-814.
13. Zadeh, L. A. (1973) Outline of a new approach to the analysis of complex systems and decision processes. IEEE Trans. Syst., Man, Cyber. SMC-3, 28-44.
14. Zeng, X. J. and Singh, M. G. (1994) Approximation theory of fuzzy system - SISO case. IEEE Trans. Fuzzy Syst. FS-2, 162-176.