An ANFIS Based Study for High Impedance Faults in Distribution Systems - Couverture souple

Abdel Aziz, M. S.; Moustafa Hassan, M. A.

 
9786202065429: An ANFIS Based Study for High Impedance Faults in Distribution Systems
Couverture souple
ISBN 10 : 6202065427 ISBN 13 : 9786202065429
Editeur : LAP LAMBERT Academic Publishing, 2017

Synopsis

In this book, the application of Adaptive Neuro-Fuzzy Inference System (ANFIS) for protection of distribution systems is introduced. The ANFIS can be viewed as a fuzzy system, a neural network or fuzzy neural network. The objective of this research is firstly, to detect the High Impendence Fault occurrence, secondly to classify the fault type and deduce if it is single line to ground, double lines to ground, triple lines to ground or line to line. Finally, locating the fault will be carried out to estimate the fault distance and hence to eliminate the fault and decrease the outage time. The Fault Detectors, Classifiers and Locators are firstly trained using ANFIS technique and then they are tested in diversity of system conditions with respect to the fault types, distance, supply voltage, inception instant, resistance, and pre-fault conditions.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

In this book, the application of Adaptive Neuro-Fuzzy Inference System (ANFIS) for protection of distribution systems is introduced. The ANFIS can be viewed as a fuzzy system, a neural network or fuzzy neural network. The objective of this research is firstly, to detect the High Impendence Fault occurrence, secondly to classify the fault type and deduce if it is single line to ground, double lines to ground, triple lines to ground or line to line. Finally, locating the fault will be carried out to estimate the fault distance and hence to eliminate the fault and decrease the outage time. The Fault Detectors, Classifiers and Locators are firstly trained using ANFIS technique and then they are tested in diversity of system conditions with respect to the fault types, distance, supply voltage, inception instant, resistance, and pre-fault conditions.

Biographie de l'auteur

M. S. Abdel Aziz received the BSc, MSc and PhD degrees in Electrical Engineering from FECU and BU, Egypt, in 2008, 2011 and 2017 respectively. Now, he works as an electrical engineer in Dar Al-Handasah (Shair and Partners). M. A. Moustafa Hassan received the BSc, MSc and PhD from FECU, Egypt. Now, he works as Full Professor at FECU.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2017
Langue
anglais
ISBN 10 
6202065427
ISBN 13 
9786202065429
Reliure
Broché
Nombre de pages
100
Coordonnées du fabricant
non disponible
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