Power cable field partial discharge signal noise reduction method
A technology for discharging signals and power cables, applied in the direction of measuring electricity, measuring electrical variables, testing dielectric strength, etc., can solve the problems of low signal-to-noise ratio, low restoration accuracy, large waveform distortion rate, etc. ratio, suppressing periodic narrow-band noise, and reducing the effect of waveform distortion rate
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[0029] The present invention aims at the problems that the traditional wavelet analysis denoising algorithm will lead to waveform distortion or incomplete denoising, as well as low signal-to-noise ratio, high waveform distortion rate, and low restoration accuracy, and proposes a more advanced denoising algorithm. Noise reduction processing for on-site noise.
[0030] like figure 1 As shown, a method for reducing noise of partial discharge signals of power cables comprises the following steps,
[0031] S1: The power cable partial discharge signal is collected on site, and after digital processing, the time domain signal f(t) of the site partial discharge signal including periodic narrowband noise and white noise is formed.
[0032] S2: Let the fast Fourier transform of the signal f(t) be F(ω), namely Its FFT power spectrum is
[0033] S3: Proportionally sample from the global data set to obtain a subset of the global data set, and then perform hierarchical clustering by s...
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