Approximation and identification of diffusive interfaces by fractional models

Heat transfer problems obey to diffusion phenomenon. In this paper we show that they can be modelled with the help of fractional systems. The simulation is based on a fractional integrator operator where the non-integer behaviour acts only over a limited spectral band. Starting with frequency considerations derived from the analysis of a diffusion problem, a more general approximation of the fractional system is proposed. A state-space model is presented that gives an accurate simulation for transients, and with which it is possible to carry out an output-error technique to estimate the model parameters. Numerical simulations of the heat transfer problem are used to illustrate the improvements of the proposed model.

[1]  Olivier Cois,et al.  Systèmes linéaires non entiers et identification par modèle non entier : application en thermique , 2002 .

[2]  K. Moore,et al.  Discretization schemes for fractional-order differentiators and integrators , 2002 .

[3]  J. Beran Statistical methods for data with long-range dependence , 1992 .

[4]  Thierry Poinot,et al.  PARAMETER ESTIMATION OF FRACTIONAL MODELS: APPLICATION TO THE MODELING OF DIFFUSIVE SYSTEMS , 2002 .

[5]  H. F. Raynaud,et al.  State-space representation of fractional linear filters , 1997, 1997 European Control Conference (ECC).

[6]  A. Oustaloup La dérivation non entière , 1995 .

[7]  Gérard Montseny,et al.  Diffusive representation of pseudo-differential time-operators , 1998 .

[8]  Thanate Khaorapapong,et al.  Modélisation d'ordre non entier des effets de fréquence dans les barres rotoriques d'une machine asynchrone , 2001 .

[9]  D. Marquardt An Algorithm for Least-Squares Estimation of Nonlinear Parameters , 1963 .

[10]  M. Ichise,et al.  An analog simulation of non-integer order transfer functions for analysis of electrode processes , 1971 .

[11]  A. Oustaloup,et al.  Modeling and identification of a non integer order system , 1999, 1999 European Control Conference (ECC).

[12]  Régis Ouvrard,et al.  Parameter Estimation of Fractional Systems: Application to the Modeling of a Lead-Acid Battery , 2000 .

[13]  Jun Lin,et al.  Modélisation et identification des systèmes d'ordre non entier , 2001 .

[14]  D. Matignon,et al.  Diffusive Realisations of Fractional Integrodifferential Operators: Structural Analysis Under Approximation , 1998 .

[15]  P. Coirault,et al.  Parameter estimation of fractional systems application to heat transfer , 2001, 2001 European Control Conference (ECC).

[16]  T. Poinot,et al.  Identification of Fractional Systems Using an Output-Error Technique , 2004 .

[17]  Lennart Ljung,et al.  System Identification: Theory for the User , 1987 .

[18]  Thierry Poinot,et al.  A method for modelling and simulation of fractional systems , 2003, Signal Process..

[19]  J. A. Tenreiro Machado,et al.  Discrete-time fractional-order controllers , 2001 .