Detection of PD utilizing digital signal processing methods. Part 3: Open-loop noise reduction

The paper shows that open-loop noise reduction techniques can be effective in separating partial discharge (PD) signals from noise. Wavelet-based denoising through the use of thresholding of wavelet coefficients provides near optimal noise reduction for many classes of signals including PD signals i...

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Veröffentlicht in:IEEE electrical insulation magazine 2001-01, Vol.17 (1), p.6-13
Hauptverfasser: Shim, I., Soraghan, J.J., Siew, W.H.
Format: Magazinearticle
Sprache:eng
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Zusammenfassung:The paper shows that open-loop noise reduction techniques can be effective in separating partial discharge (PD) signals from noise. Wavelet-based denoising through the use of thresholding of wavelet coefficients provides near optimal noise reduction for many classes of signals including PD signals in noise. The effectiveness of wavelet transform-based noise reduction depends on selection of an appropriate wavelet basis function as well as on careful selection of threshold function and levels.
ISSN:0883-7554
1558-4402
DOI:10.1109/57.901611