• DocumentCode
    1347797
  • 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
  • Volume
    15
  • Issue
    1
  • fYear
    2000
  • fDate
    1/1/2000 12:00:00 AM
  • Firstpage
    80
  • Lastpage
    85
  • 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;
  • fLanguage
    English
  • Journal_Title
    Power Delivery, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0885-8977
  • Type

    jour

  • DOI
    10.1109/61.847232
  • Filename
    847232
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1347797