Les Inscriptions à la Bibliothèque sont ouvertes en
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Les Réinscriptions se font à :
• La Bibliothèque Annexe pour les étudiants en
2ème Année CPST
• La Bibliothèque Centrale pour les étudiants en Spécialités
A partir de cette page vous pouvez :
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Détail de l'indexation
D000104
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Ouvrages de la bibliothèque en indexation D000104
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Application des réseaux de neurones dans le diagnostic et la prédiction des isolations de haute tension / Mokhnache, Leïla
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Titre : Application des réseaux de neurones dans le diagnostic et la prédiction des isolations de haute tension Type de document : texte imprimé Auteurs : Mokhnache, Leïla, Auteur ; Boubakeur, Ahmed, Directeur de thèse Editeur : [S.l.] : [s.n.] Année de publication : 2004 Importance : 150 f. Présentation : ill. Format : 30 cm. Note générale : Thèse de Doctorat : Génie Électrique : Alger, École Nationale Polytechnique : 2004
Annexe f. 145 - 150 . Bibliogr. [11] fLangues : Français (fre) Mots-clés : Réseaux de neurones artificiels
Diagnostic Classification
Prédiction Isolations de haute tensionIndex. décimale : D000104 Résumé : Dans une première partie de ce travail, des réseaux de neurones supervisés et non supervisés sont appliqués au diagnostic et à la classification de l'huile de transformateur utilisée par SONRLGAZ et nommée BORAK22 en utilisant les tests physico-chimiques.
Pour aider les jeunes ingénieurs analystes à prendre de bonnes décisions, quatre réseaux de neurones (RN) sont appliqués: la Back-Propagation (BP) avec Momentum, BP avec Momentum et à adaptation du taux d'apprentissage, méthode de Levenberg-Marquardt (L.M) et les réseaux de régularisation bayesienne.
L'optimisation de tous ces réseaux a offert les meilleures performances aux réseaux bayesiens et L.M.
Les réseaux compétitifs, les cartes auto organisées de Kohonen et les réseaux à régularisation bayesienne sont utilisés pour la classification de l'huile de transformateurs.
Dans une deuxième partie, des réseaux supervisés et non supervisés sont aussi appliqués dans la prédiction du vieillissement thermique du PVC (fabriqué à CABEL) et de la BORAK22 et de la tension disruptive des intervalles d'air pointe-barrière-plan.
En général, la connaissance du diagnostic n'est pas suffisante; un ingénieur de terrain doit avoir une idée sur le temps restant du bon fonctionnement de l'équipement.
Si l'estimation est assez précise, il peut commencer à faire un programme de maintenance et avec des actions correctes, beaucoup d'argent pourra être épargné.
Dans ce but nous avons utilisé des réseaux à base radiale et à fonction gaussienne (RBFG): un RBFG entraîné par la BP, un RBFG entraîné par la méthode d'optimisation aléatoire (ROM) et une méthode originale combinant des algorithmes supervisés et non supervisés.
Ce réseau est un RBFG entraîné par la ROM couplée avec la méthode des K-means clustering qui présente les centres gaussiens en deux dimensions.Application des réseaux de neurones dans le diagnostic et la prédiction des isolations de haute tension [texte imprimé] / Mokhnache, Leïla, Auteur ; Boubakeur, Ahmed, Directeur de thèse . - [S.l.] : [s.n.], 2004 . - 150 f. : ill. ; 30 cm.
Thèse de Doctorat : Génie Électrique : Alger, École Nationale Polytechnique : 2004
Annexe f. 145 - 150 . Bibliogr. [11] f
Langues : Français (fre)
Mots-clés : Réseaux de neurones artificiels
Diagnostic Classification
Prédiction Isolations de haute tensionIndex. décimale : D000104 Résumé : Dans une première partie de ce travail, des réseaux de neurones supervisés et non supervisés sont appliqués au diagnostic et à la classification de l'huile de transformateur utilisée par SONRLGAZ et nommée BORAK22 en utilisant les tests physico-chimiques.
Pour aider les jeunes ingénieurs analystes à prendre de bonnes décisions, quatre réseaux de neurones (RN) sont appliqués: la Back-Propagation (BP) avec Momentum, BP avec Momentum et à adaptation du taux d'apprentissage, méthode de Levenberg-Marquardt (L.M) et les réseaux de régularisation bayesienne.
L'optimisation de tous ces réseaux a offert les meilleures performances aux réseaux bayesiens et L.M.
Les réseaux compétitifs, les cartes auto organisées de Kohonen et les réseaux à régularisation bayesienne sont utilisés pour la classification de l'huile de transformateurs.
Dans une deuxième partie, des réseaux supervisés et non supervisés sont aussi appliqués dans la prédiction du vieillissement thermique du PVC (fabriqué à CABEL) et de la BORAK22 et de la tension disruptive des intervalles d'air pointe-barrière-plan.
En général, la connaissance du diagnostic n'est pas suffisante; un ingénieur de terrain doit avoir une idée sur le temps restant du bon fonctionnement de l'équipement.
Si l'estimation est assez précise, il peut commencer à faire un programme de maintenance et avec des actions correctes, beaucoup d'argent pourra être épargné.
Dans ce but nous avons utilisé des réseaux à base radiale et à fonction gaussienne (RBFG): un RBFG entraîné par la BP, un RBFG entraîné par la méthode d'optimisation aléatoire (ROM) et une méthode originale combinant des algorithmes supervisés et non supervisés.
Ce réseau est un RBFG entraîné par la ROM couplée avec la méthode des K-means clustering qui présente les centres gaussiens en deux dimensions.Exemplaires
Code-barres Cote Support Localisation Section Disponibilité Spécialité Etat_Exemplaire D000104 D000104 Papier + ressource électronique Bibliothèque centrale Thèse de Doctorat Disponible Genie_Electrique Consultation sur place/Téléchargeable Documents numériques
MOKHNACHE.Leila.pdfURL