Series Compensated Line Protection using Support Vector Machine: An Innovative Protection Approach - Couverture souple

Ramadan, Mohamed; Y. Abdelaziz, Almoataz; M. Ibrahim, Amr

 
9783845415741: Series Compensated Line Protection using Support Vector Machine: An Innovative Protection Approach
Couverture souple
ISBN 10 : 3845415746 ISBN 13 : 9783845415741
Editeur : LAP LAMBERT Academic Publishing, 2011

Synopsis

Recently, series compensation is widely used in transmission. However, this creates several problems to conventional protection approaches.This book presents a comprehensive distance and overcurrent protection approach for series compensated transmission line using support vector machine (SVM).SVM is considered as a new powerful Artificial Intelligence (AI) technique. In a short period of time, SVM has been applied to numerous applications such as transformer faultdiagnosis, power system disturbances, relay coordination, transient stability of power system and fault classification of transmission line. This is due to the advantages of SVM over traditional approaches. The SVMs are trained with different kernel functions with different parameter values to get the most optimized model. Simulation studies have been considered for different operating conditions, including wide variations of load angle, fault inception angle, fault resistance and fault location.In addition to series compensated transmission line protection studies, the book also includes fault analysis of high voltage transmission linewithout compensation.

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

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2011
Langue
anglais
ISBN 10 
3845415746
ISBN 13 
9783845415741
Reliure
Broché
Nombre de pages
140
Coordonnées du fabricant
non disponible
Personne responsable
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