Title :
Comparisons of discrete wavelet transform, wavelet packet transform and stationary wavelet transform in denoising PD measurement data
Author :
Zhou, X. ; Zhou, C. ; Stewart, B.G.
Author_Institution :
Sch. of Eng., Sci. & Design, Glasgow Caledonian Univ.
Abstract :
Noise has been a major limitation to partial discharge (PD) measurement. It is crucial to suppress noise prior to any PD data analysis. Recent research shows that the discrete wavelet transform, wavelet packet transform and stationary wavelet transform techniques have all achieved good effect in noise rejection in PD measurement. This paper compares the effectiveness and computing time required of the three types of wavelet transform methods when applied to simulated PD data in presence of white noise and sinusoidal interference
Keywords :
data analysis; discrete wavelet transforms; interference suppression; partial discharge measurement; signal denoising; white noise; PD measurement; discrete wavelet transform; noise suppression; sinusoidal interference; stationary wavelet transform; wavelet packet transform; white noise; Computational modeling; Data analysis; Discrete wavelet transforms; Interference; Noise measurement; Noise reduction; Partial discharge measurement; Partial discharges; Wavelet packets; White noise;
Conference_Titel :
Electrical Insulation, 2006. Conference Record of the 2006 IEEE International Symposium on
Conference_Location :
Toronto, Ont.
Print_ISBN :
1-4244-0333-2
DOI :
10.1109/ELINSL.2006.1665301