• DocumentCode
    602743
  • Title

    Detection of high impedance faults in medium voltage distribution networks

  • Author

    Mai, Weijie ; Phung, B.T. ; Ambikairajah, E.

  • Author_Institution
    Sch. of Electr. Eng. & Telecommun., Univ. of New South Wales, Sydney, NSW, Australia
  • fYear
    2012
  • fDate
    12-14 Dec. 2012
  • Firstpage
    562
  • Lastpage
    567
  • Abstract
    High-impedance faults (HIFs) on distribution system still present the most persistent and challenging problem to protection engineers due to the fact that HIFs do not produce enough fault current, thus not detectable by conventional overcurrent protection devices. Previous research shows that it is possible to distinguish HIFs from other similar waveforms such as nonlinear load currents by analyzing the harmonic contents. A method for HIF detection based on the harmonic analysis of current waveforms is presented here. A harmonic detection program is implemented in MATLAB using both Interpolation Windowed Fast Fourier Transform and All-phase Fast Fourier Transform algorithms. Various simulation results and real-world data analysis show that this harmonic detection program can accurately, reliably and quickly determine the harmonic contents (including frequency, amplitude and phase angle of each harmonic) in an arbitrary signal without knowing its mathematical expression. Simulation results also show that this harmonic detection program could be used for feature extraction and pattern recognition for HIF detection in the future.
  • Keywords
    fast Fourier transforms; fault diagnosis; feature extraction; harmonic analysis; interpolation; pattern recognition; power distribution faults; power distribution protection; HIF detection; MATLAB; all-phase fast Fourier transform algorithms; current protection devices; distribution system; fault current; feature extraction; harmonic analysis; harmonic contents; harmonic detection program; high impedance faults detection; interpolation windowed fast Fourier transform; mathematical expression; medium voltage distribution networks; pattern recognition; protection engineers; Fourier transform; feature extraction; harmonic analysis; high impedance fault;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    IPEC, 2012 Conference on Power & Energy
  • Conference_Location
    Ho Chi Minh City
  • Type

    conf

  • DOI
    10.1109/ASSCC.2012.6523329
  • Filename
    6523329