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.

Copyright & License

Copyright © 2025 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{143799,
        author = {Nasir Rehman},
        title = {Detection of Faults on STATCOM Compensated AC Transmission Line by ANN},
        journal = {International Journal of Innovative Research in Technology},
        year = {},
        volume = {3},
        number = {2},
        pages = {70-74},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=143799},
        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.},
        keywords = {Artificial Neural Network, Static Synchronous Compensator (STATCOM), Transmission Line Protection},
        month = {},
        }

Cite This Article

  • 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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