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Feature extraction method and neural network pattern recognition on time-resolved partial discharge signals

Magnetic sensor is a relatively new method to collect time-resolved partial discharge (PD) signals in XLPE cables. This paper proposes a simple yet effective method to recognize patterns of PD signals obtained from the magnetic sensor. The technique consists of wavelet transformation to de-noise the...

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书目详细资料
Main Authors:	Tho N.T.N., Chakrabarty C.K., Siah Y.K., Ghani A.B.Abd.
其他作者:	54584502600
格式:	Conference paper
出版:	2023
主题:	neural network partial discharge pattern recognition statistical method time-resolved signals wavelet de-noising Backpropagation Feature extraction Magnetic sensors Partial discharges Pattern recognition Pattern recognition systems Statistical methods De-Noise Feature extraction methods Multi layer perceptron Partial discharge signal Time-resolved Wavelet denoising Wavelet transformations XLPE cables Neural networks
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