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Detection of Faults on STATCOM Compensated AC Transmission Line by ANN

  • Unique Paper ID: 143799
  • Volume: 3
  • Issue: 2
  • PageNo: 70-74
  • Abstract:
  • This paper presents an algorithm for the detection of faults on transmission line compensated with Static Synchronous Compensator (STATCOM) using on Artificial Neural Network (ANN) technique. A feed-forward ANN has been developed for the detection of faults. Data was generated by simulating a 400 kV, 50Hz, 200 km transmission line with STATCOM connected at the midpoint in PSCAD/EMTDC. Back-propagation algorithm has been used. RMS values of line voltages and currents have been used as inputs to the ANN. The ANN was trained at 0 degree and tested at 90 degree. Fault was accurately detected at 5ms delay.
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  • ISSN: 2349-6002
  • Volume: 3
  • Issue: 2
  • PageNo: 70-74

Detection of Faults on STATCOM Compensated AC Transmission Line by ANN

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