Modeling of a water treatment plant. A multimodel representation - Archive ouverte HAL Accéder directement au contenu
Article Dans Une Revue Environmetrics Année : 2001

Modeling of a water treatment plant. A multimodel representation

Résumé

This paper examines the problem of modelling a non-linear dynamic system by a Takagi-Sugeno model. Although this type of model is well adapted to the representation of a system with non-linear behaviour, its use does however raise real problems in the identification of its structure and parameters, mainly because of the enormous combinatorial increase in model complexity as a function of the number of inputs, and the coupling between the premises and consequence parts. We propose a simplified model structure and an algorithm for the identification of this structure and its parameters. The method is illustrated with reference to data from a wastewater treatment plant of the Greater Nancy Urban Authority.

Dates et versions

hal-00170512 , version 1 (09-09-2007)

Identifiants

Citer

José Ragot, Gérard Grapin, Philippe Chatelier, François Colin. Modeling of a water treatment plant. A multimodel representation. Environmetrics, 2001, 12 (7), pp.599-611. ⟨10.1002/env.460⟩. ⟨hal-00170512⟩
167 Consultations
0 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More