ON-line nonlinear systems identification of coupled tanks via fractional differential neural networks

2009 Chinese Control and Decision Conference, CCDC 2009

Volumn , Issue , 2009, Pages 2185-2189

  Boroomand, Arefeh ^a   Menhaj, Mohammad Bagher ^a  

^a AMIRKABIR UNIVERSITY OF TECHNOLOGY   (Iran)

Author keywords

Coupled tanks; Fractional differential neural networks (FDNNs); Nonlinear system identification; State estimation

Indexed keywords

COUPLED TANK; COUPLED TANKS; EXTENDED NEURAL NETWORKS; FRACTIONAL DIFFERENTIAL; FRACTIONAL DIFFERENTIAL NEURAL NETWORKS (FDNNS); IDENTIFICATION ERRORS; LYAPUNOV; NEURAL NETWORK PARAMETERS; NONLINEAR SYSTEM IDENTIFICATION; NONLINEAR SYSTEMS IDENTIFICATION; SYSTEM OUTPUT;

FEEDFORWARD NEURAL NETWORKS; LINEAR SYSTEMS; NONLINEAR SYSTEMS; STATE ESTIMATION; TANKS (CONTAINERS);

NONLINEAR ANALYSIS;

EID: 70449347666     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CCDC.2009.5191572     Document Type: Conference Paper

References (13)

1. K. J. Hunt, D. Sbarbaro, R. Zbikowski, P. J. Gawthrop, Neural networks for control systems-A survey, Automatica, Vol. 28, 1083-1112, 1992.
2. S. Haykin, Neural networks: A comprehensive foundation, IEEE Press, New Yourk, 1994.
3. M. Agarwal, A systematic classification of neural network based control, IEEE Control Systems Magazine, Vol. 17, 75-93, 1997.
4. T. Parisini, R. Zoppoli, Neural networks for feedback feedforward nonlinear control systems, IEEE on Neural networks, Vol. 5, 436-449, 1994.
5. A. Poznyak, E. Sanchez, and W. Yu, "Dynamic Neural Networks for Nonlinear Control: Identification, State Estimation and Trajectory Tracking," World Scientific, London, U.K, 2001.
6. L. Ljung, "System Identification, theory for the user," Prentice Hall PTR, 1999.
7. J.P. Norton, "An Introduction to Identification," Academic Press, 1986.
8. S.A. Billings, "Identification of nonlinear systems - a survey," IEE Proceddings, Part D, pp. 272-285, 1980.
9. M. Brown, C.J. Harris, "Neurofuzzy adaptive Modeling and Control," New York, Printice Hal, 1994.
10. Yau-Nan, Yu, "Electric Power System Dynamics," Academic Press, 1983.
11. Kai Diethelm, J. ford. Neville, D. Freed. Alan, A Predictor-corrector approach for the numerical solution of fractional differential equations, Journal of Nonlinear Dynamics 29, 3-22, 2002.
12. M. Caputo, Linear models of dissipation whose Q is almost frequency independent, The Geophysical Journal of the Royal Astronomical Society 13, 529-539, 1967.
13. JJE. Slotine, W. Li, "Applied nonlinear control," Englewood Cliffs, NJ: Prentice Hall, 1991.