Recursive system identification for Havriliak-Negami functions by using modified LMRPEM method - Archive ouverte HAL
Communication Dans Un Congrès Année : 2024

Recursive system identification for Havriliak-Negami functions by using modified LMRPEM method

Résumé

Initially thought of as a mere mathematical object, fractional calculus has proven over the latest years to be useful to well model complex dynamics in diffusion or propagation. Fractional-order models allow to include a vast coexistence of time-constants without having a huge increase in the number of parameters for the model. Two original functions were once used to analyze dielectric phenomena: Cole-Cole and Davidson-Cole functions. A third one generalizes the two previous ones: the Havriliak-Negami function. By using the concept of recursive poles and zeros (see Oustaloup (1995)) and a decomposition in a Davidson-Cole and a complementary function (Sommacal et al. (2008b)), it is possible to approximate and simulate the response of the Havriliak-Negami function in the time domain. This paper deals with the recursive identification in the continuous-time domain for a system whose model is described as a Havriliak-Negami function. The LMRPEM method is then adapted and tested in simulation.

Dates et versions

hal-04715880 , version 1 (01-10-2024)

Identifiants

Citer

Jean-François Duhé, Stéphane Victor, Pierre Melchior. Recursive system identification for Havriliak-Negami functions by using modified LMRPEM method. 12th IFAC Conference on Fractional Differentiation and its Applications ICFDA 2024, Jul 2024, Bordeaux (France), France. pp.13-18, ⟨10.1016/j.ifacol.2024.08.159⟩. ⟨hal-04715880⟩
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