Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter
}
TY - CHAP
T1 - Investigation into the use of wavelet theory for partial discharge pulse extraction in electrically noisy environments.
AU - Ma, X.
AU - Zhou, C.
AU - Kemp, I. J.
PY - 2002/8/6
Y1 - 2002/8/6
N2 - This paper presents a wavelet denoising method for partial discharge (PD) signal extraction from the electromagnetic interference (EMI) existing in electrical machines such as high frequency sinusoidal noise, pulse-shaped noise and stochastic noise. The proposed denoising method is performed through multiresolution signal decomposition, thresholding of wavelet coefficients and signal recovery. Two types of numerical simulating PD pulses immersed in severe noise have been investigated. The paper demonstrates that the proposed method has tremendous potential for extracting PD pulses from a noisy background, thus providing reliable signals, on the basis of which, assessments can be made of insulation integrity in high voltage plant
AB - This paper presents a wavelet denoising method for partial discharge (PD) signal extraction from the electromagnetic interference (EMI) existing in electrical machines such as high frequency sinusoidal noise, pulse-shaped noise and stochastic noise. The proposed denoising method is performed through multiresolution signal decomposition, thresholding of wavelet coefficients and signal recovery. Two types of numerical simulating PD pulses immersed in severe noise have been investigated. The paper demonstrates that the proposed method has tremendous potential for extracting PD pulses from a noisy background, thus providing reliable signals, on the basis of which, assessments can be made of insulation integrity in high voltage plant
KW - Wavelet transform
KW - Multiresolution analysis
KW - Partial discharge (PD)
KW - Electromagnetic interference (EMI)
KW - Denoising
U2 - 10.1049/cp:20000490
DO - 10.1049/cp:20000490
M3 - Chapter
SN - 0-85296-730-6
SP - 123
EP - 126
BT - Dielectric Materials, Measurements and Applications, 2000. Eighth International Conference on (IEE Conf. Publ. No. 473)
PB - IEE
ER -