DocumentCode
2621196
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
fYear
1997
fDate
21-24 Sep 1997
Firstpage
335
Lastpage
340
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/NAFIPS.1997.624062
Filename
624062
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