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Article Dans Une Revue Control Engineering Practice Année : 1999

Modelling of ozone concentration using a Takagi-Sugeno model

Gilles Mourot
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Komi Gasso
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José Ragot

Résumé

The modelling of ozone concentrations using a Takagi-Sugeno model is discussed in this paper. However, in practice, building a Takagi-Sugeno model is a difficult task. The problems are mainly due to the combinatorial explosion of the complexity of the model as a function of the number of inpute, as well as the difficulty of identifying the premise and consequence parts, which are mutually related. A simplified structure and an algorithm enabling the identification of this structurte and its parameters are proposed. The method is illustrated with atmospheric pollution data to model ozone concentrations in an urban area.

Dates et versions

hal-00201007 , version 1 (22-12-2007)

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Gilles Mourot, Komi Gasso, José Ragot. Modelling of ozone concentration using a Takagi-Sugeno model. Control Engineering Practice, 1999, 7 (6), pp.707-715. ⟨10.1016/S0967-0661(99)00030-1⟩. ⟨hal-00201007⟩
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