Title :
Experimental testing of a neural network based digital differential relay for synchronous generators
Author :
Megahed, A.I. ; Malik, O.P.
Author_Institution :
Dept. of Electr. Eng., Alexandria Univ., Egypt
fDate :
1/1/2000 12:00:00 AM
Abstract :
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
Keywords :
electrical faults; machine control; machine protection; machine testing; neurocontrollers; power engineering computing; relay protection; stators; synchronous generators; digital differential relay; fault detection; internal fault classification; neural networks; software; stator winding; synchronous generators; Computational modeling; Digital relays; Fault detection; Neural networks; Power system protection; Power system relaying; Protective relaying; Stator windings; Synchronous generators; Testing;
Journal_Title :
Power Delivery, IEEE Transactions on
