Algorithm Based on Harmonic Wavelet Transform and Rule Based Decision Tree for Detection and Classification of Transmission Line Faults

  • Unique Paper ID: 157316
  • Volume: 8
  • Issue: 8
  • PageNo: 625-632
  • Abstract:
  • This paper presents an algorithm based on harmonic wavelet transform (HWT) and rule based decision tree for detection and classification of transmission line faults. Proposed algorithm has been implemented to provide voltage based protection scheme to transmission line. Voltage recorded at both ends of transmission line has been decomposed using harmonic wavelet transform. Absolute values of output of harmonic wavelet transform based decomposition of voltage signal is taken as fault index and plotted for recognition of faults. Peak values of fault indexes are given as input to rule based decision tree for classification of faults. Proposed voltage based scheme proved to be effective in detection and classification of transmission line faults.

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{157316,
        author = {Nitin Kumar Suyan and Mahendra Kumar and Sunil Kumar Khinchi},
        title = {Algorithm Based on Harmonic Wavelet Transform and Rule Based Decision Tree for Detection and Classification of Transmission Line Faults},
        journal = {International Journal of Innovative Research in Technology},
        year = {},
        volume = {8},
        number = {8},
        pages = {625-632},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=157316},
        abstract = {This paper presents an algorithm based on harmonic wavelet transform (HWT) and rule based decision tree for detection and classification of transmission line faults. Proposed algorithm has been implemented to provide voltage based protection scheme to transmission line. Voltage recorded at both ends of transmission line has been decomposed using harmonic wavelet transform. Absolute values of output of harmonic wavelet transform based decomposition of voltage signal is taken as fault index and plotted for recognition of faults. Peak values of fault indexes are given as input to rule based decision tree for classification of faults. Proposed voltage based scheme proved to be effective in detection and classification of transmission line faults.},
        keywords = {Faults, harmonic wavelet transform, power system, rule based decision tree, transmission line.},
        month = {},
        }

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