Title :
An application of Takagi-Sugeno modelling to an urban rainfall-runoff relationship
Author :
Boukhris, Anass ; Giuliani, Stéphane ; Mourot, Gilles ; Ragot, Jose
Author_Institution :
CNRS, Vandoeuvre-les-Nancy, France
Abstract :
In this paper, modelling of MIMO nonlinear dynamic systems using a Takagi-Sugeno structure (1985) 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
Keywords :
MIMO systems; hydrology; nonlinear dynamical systems; parameter estimation; rain; sensitivity analysis; MIMO nonlinear dynamic systems; Takagi-Sugeno modelling; parameter estimation; sensitivity functions; urban rainfall-runoff relationship; Electronic mail; Fuzzy systems; Hydrology; MIMO; Mathematical model; Nonlinear dynamical systems; Parameter estimation; Rain; Takagi-Sugeno model; Urban pollution;
Conference_Titel :
Fuzzy Information Processing Society, 1997. NAFIPS '97., 1997 Annual Meeting of the North American
Conference_Location :
Syracuse, NY
Print_ISBN :
0-7803-4078-7
DOI :
10.1109/NAFIPS.1997.624062
