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 |
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Hauptverfasser: | , , |
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. |
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ISSN: | 0883-7554 1558-4402 |
DOI: | 10.1109/57.901611 |