This invention discloses an ultrasonic
signal denoising method, apparatus,
system, and storage medium, comprising: obtaining the original
signal by exciting a Lamb wave on an aluminum plate using an electromagnetic ultrasonic
transducer; initially denoising the original
signal by utilizing the ability of SVD to extract global correlations, addressing the strong
background noise and periodic interference present in the original signal; secondly, to solve the problem of adaptive
decomposition and component threshold selection for non-stationary signals, performing EWT adaptive spectrum segmentation on the SVD preprocessed signal and introducing an improved RIME
algorithm, using kurtosis as the
fitness function to optimize the number of
modes in the EWT
decomposition, thereby achieving effective extraction of the Empirical
Wavelet Mode Function (EWM) of the noisy signal; then, setting a threshold using the standard deviation method to determine the useful and
noise components; reconstructing the
noise component with the useful component after
wavelet threshold denoising to obtain the final denoised signal, thus achieving denoising of the electromagnetic ultrasonic signal.