• Title/Summary/Keyword: Selt-Organizing Feature Map

Search Result 1, Processing Time 0.015 seconds

The Detection of Partial Discharge Signal by the Measurement of an Electromagnetic Wave and Pattern Recognition Technique (전자파의 측정과 패턴인식 기법에 의한 부분방전 신호 검출)

  • Kim, Yeong-No;Kim, Jae-Cheol;Seo, In-Cheol;Jeon, Yeong-Jae;Kim, Gwang-Hwa
    • The Transactions of the Korean Institute of Electrical Engineers A
    • /
    • v.51 no.6
    • /
    • pp.276-283
    • /
    • 2002
  • This Paper Presents the method for detecting a partial discharge(PD) using an electromagnetic wave measured by an antenna. The various electromagnetic waves are measured in the laboratory and wavelet transform, which is provides a direct quantitative measure of spectral content in the time-frequency domain, are applied for identifying the property of electromagnetic waves. Also, the statistical method and self-organizing feature map(SOFM) are applied for the pattern recognition of electromagnetic waves. The proposed method is shown to be useful for detecting electromagnetic waves emitted for PD in test data.