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ÉDITIONS UNIVERSITAIRES EUROPÉENNES Intelligence artificielle et surveillance des processus industriels: Prédiction et classification des défauts de fonctionnement d’une installation industrielle de distillation

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£65.00 £61.75 £63.05 £64.35 £65.65 £66.95 £68.25 26 July 2026 17 August 2026 08 September 2026 30 September 2026 23 October 2026
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Description

L’originalité de ce livre est l’application de différentes approches basées sur l’intelligence artificielle qui permettra de détecter et diagnostiquer par modélisation/classification les différents régimes normal à point de fonctionnement variable et anormal d’une colonne de distillation continue automatisée du méthylcyclohexane, à partir d’un mélange binaire toluène\ méthylcyclohexane. Dans ce livre, les auteurs ont exposé tout d’abord les résultats obtenus lors de l’application des approches qui permettent de détecter les défauts dans une colonne de distillation continue automatisée à savoir : ANN-RBF-BP, ANN-SOM, SWT-ANN-SOM et FCM qui permettront la séparation de deux modes de fonctionnement (normal et anormal) par classification. Ensuite les auteurs ont exposé les résultats obtenus lors de l’application des différentes méthodes de modélisation basées sur l’intelligence artificielle à savoir: SWT-ANN-MLP, ANN-RBF-BP, TMLR et ANN-MLP qui permettront de détecter toute anomalie conduisant à la modification du régime normal d’un système et causera la perturbation de son fonctionnement.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
22 July 2020
Listed Since
16 August 2020

Barcode

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