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Détail de l'indexation
M000106
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Ouvrages de la bibliothèque en indexation M000106
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Titre : Techniques de commande modernes appliquées aux bioréacteurs Type de document : texte imprimé Auteurs : Allad, Mourad, Auteur ; Rachid Illoul, Directeur de thèse Editeur : [S.l.] : [s.n.] Année de publication : 2006 Importance : 83 f. Présentation : ill. Format : 30 cm. Accompagnement : 1 CD-ROM. Note générale : Mémoire de Magister : Automatique : Alger, Ecole Nationale Polytechnique : 2006
Bibliogr. [2] fLangues : Français (fre) Mots-clés : Bioréacteurs
Biotechnologie
Biomasse
Fermentation
Procédé semi-continu
Procédé continu
Régulation PI
Régulateur neuronal
Algorithme de rétropropagationIndex. décimale : M000106 Résumé : L'objet de ce mémoire concerne la commande des procédés semi-continus et continus de fermentation.
La commande des systèmes chimiques ou biochimiques présentent de grandes difficultés à cause de leur grande complexité et leurs forte non linéarités.
L'utilisation des réseaux de neurones artificiels permet de remédier à ce problème grâce à leur flexibilité, et leurs capacités d'apprentissage et d'approximation des fonctions non linéaires.
Leur entraînement se base sur l'algorithme de rétropropagation de gradient.
Le premier chapitre du mémoire concerne les généralités sur les processus de fermentation.
Le deuxième et le troisième traitent des réseaux de neurones et de leur utilisation dans la commande, enfin le dernier présente les simulations effectuées afin de comparer la commande classique PI et la commande par réseaux de neurones pour deux processus de fermentation, le premier est le bioréacteur fed-batch et le second le bioréacteur continu, la variable à commander étant la concentration du glucose.Techniques de commande modernes appliquées aux bioréacteurs [texte imprimé] / Allad, Mourad, Auteur ; Rachid Illoul, Directeur de thèse . - [S.l.] : [s.n.], 2006 . - 83 f. : ill. ; 30 cm. + 1 CD-ROM.
Mémoire de Magister : Automatique : Alger, Ecole Nationale Polytechnique : 2006
Bibliogr. [2] f
Langues : Français (fre)
Mots-clés : Bioréacteurs
Biotechnologie
Biomasse
Fermentation
Procédé semi-continu
Procédé continu
Régulation PI
Régulateur neuronal
Algorithme de rétropropagationIndex. décimale : M000106 Résumé : L'objet de ce mémoire concerne la commande des procédés semi-continus et continus de fermentation.
La commande des systèmes chimiques ou biochimiques présentent de grandes difficultés à cause de leur grande complexité et leurs forte non linéarités.
L'utilisation des réseaux de neurones artificiels permet de remédier à ce problème grâce à leur flexibilité, et leurs capacités d'apprentissage et d'approximation des fonctions non linéaires.
Leur entraînement se base sur l'algorithme de rétropropagation de gradient.
Le premier chapitre du mémoire concerne les généralités sur les processus de fermentation.
Le deuxième et le troisième traitent des réseaux de neurones et de leur utilisation dans la commande, enfin le dernier présente les simulations effectuées afin de comparer la commande classique PI et la commande par réseaux de neurones pour deux processus de fermentation, le premier est le bioréacteur fed-batch et le second le bioréacteur continu, la variable à commander étant la concentration du glucose.Exemplaires
Code-barres Cote Support Localisation Section Disponibilité Spécialité Etat_Exemplaire M000106 M000106 Papier Bibliothèque centrale Mémoire de Magister Disponible En bon état Documents numériques
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