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Communication Dans Un Congrès Année : 2002

Structure identification of multiple models with output error local models

Komi Gasso
  • Fonction : Auteur
  • PersonId : 758633
  • IdRef : 165943432
Gilles Mourot
  • Fonction : Auteur
  • PersonId : 842667
José Ragot

Résumé

The paper aims to optimise the structure of a multiple model described by output error local models. Two complementary techniques are proposed for this purpose. The first one deals with the simplification of the local model structure using a pruning approach. The second concerns the optimisation of the number of sub-models and consists in merging neighbouring models that can describe the same behaviour of the system. Their performances are illustrated on simulation examples.
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Dates et versions

hal-00975105 , version 1 (07-04-2014)

Identifiants

  • HAL Id : hal-00975105 , version 1

Citer

Komi Gasso, Gilles Mourot, José Ragot. Structure identification of multiple models with output error local models. 15th Triennial World Congress of the International Federation of Automatic Control, Jul 2002, Barcelona, Spain. pp.CDROM. ⟨hal-00975105⟩
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