• 제목/요약/키워드: Multi-resolution signal decomposition(MSD)

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고압전동기 고정자권선의 절연결함에 대한 특징추출기법 (Feature Extraction Technique for Insulation Fault of High Voltage Motor Stator Winding)

  • 박재준;이성룡;문대철
    • 한국전기전자재료학회논문지
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    • 제19권10호
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    • pp.976-983
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    • 2006
  • Multi-resolution Signal Decomposition (MSD) Technique of Wavelet Transform has interesting properties of capturing the embedded horizontal, vertical and diagonal variations within an image in a separable form. This feature was exploited to identify individual partial discharge sources present in multi-source PD pattern, usually encountered during practical PD measurement. Employing the Daubechies wavelet, feature were extracted from the third level decomposed and reconstructed horizontal and vertical component images. These features were found to contain the necessary discriminating information corresponding to the individual PD sources and multi-PD soruces.