An application of Takagi-Sugeno modelling to an urban rainfall-runoff relationship

Anass Boukhris (1) , Stéphane Giuliani (1) , Gilles Mourot (1) , José Ragot (2)

1 CRAN - Centre de Recherche en Automatique de Nancy
2 CID

In this paper, modeling of MIMO nonlinear dynamic systems using a Takagi-Sugeno structure is discussed. A new formulation which leads to another interpretation of Takagi-Sugeno model and an improvement of the model parameter estimation is proposed. From inputs and outputs data, an identification algorithm of this model is presented. The parameter estimation is based on computation of sensitivity functions of the model with respect to parameters.

Mots clés: fuzzy modelling; Takagi-Sugeno model; nonlinear dynamic system; urban hydrology; urban rainfall-runoff relationship

Domaines: Automatique

Anass Boukhris, Stéphane Giuliani, Gilles Mourot, José Ragot. An application of Takagi-Sugeno modelling to an urban rainfall-runoff relationship. North American Fuzzy Information Processing Society, NAFIPS, Sep 1997, New-York, United States. pp.335-340. ⟨hal-01021931⟩