Experimental testing of a neural network based digital differential relay for synchronous generators

Experimental testing of a neural network based digital differential relay for synchronous generators

This paper describes the laboratory implementation and real-time test results of a new neural network (NN) based digital differential relay used for detecting faults and classifying internal faults in the stator winding of synchronous generators. Details of the software written to enable the operati...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on power delivery 2000-01, Vol.15 (1), p.80-85
Hauptverfasser: Megahed, A.I., Malik, O.P.
Format: Artikel
Sprache:eng
Schlagworte:
Classification
Computational modeling
Digital
Digital relays
Fault detection
Faults
Generators
Neural networks
Power system protection
Power system relaying
Protective relaying
Relay
Stator windings
Stators
Synchronous
Synchronous generators
Testing
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:This paper describes the laboratory implementation and real-time test results of a new neural network (NN) based digital differential relay used for detecting faults and classifying internal faults in the stator winding of synchronous generators. Details of the software written to enable the operation of the relay are described. Behavior of the NN based relay is observed and the experimental results are presented.
ISSN:0885-8977
1937-4208
DOI:10.1109/61.847232