After autocorrelation analysis, the fault signal after autocorrelation denoising is as shown in the figure. After autocorrelation processing, the periodic characteristics of the original signal have not changed, and the modulation characteristics are obvious. In the frequency domain, the main components of the original signal are retained, and the random noise interference is reduced. After autocorrelation, the frequency spectrum of the signal is clearer and has obvious noise reduction effect.
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