Title :
Slection of wavelet fuction on denoise qulities of ultrasonic inspection signal
Author :
Zhang, Wei-wei ; Ma, Hong-wei ; Wang, Zhi-hua
Author_Institution :
Dept. of Mech. & Civil Eng., Jinan Univ., Guangzhou
Abstract :
It is suggested in this paper to denoise the ultrasonic inspection signals using wavelet transform. The theoretic base is that wavelet transform is a band-pass filter. Firstly, the frequencies of the inspection signal are evaluated according to the excited signal. Secondly, an appropriate scale for wavelet transform is computed following the laws between the scale and the frequency. Thirdly, wavelet transform with the scale would be operated. As results, the echoes by the flaws could be discerned in the wavelet coefficients. Finally, the propagation of the guided wave in a damaged pipe is simulated by code ANSYS and the signal processing are operated by code MATLAB. The different wavelet functions are also discussed aiming at the denoised qualities. The signal-to-noise ratio (SNR) is used to evaluate the quality for different wavelet. It could be concluded that the Morlet wavelet is suitable to operate the ultrasonic inspection signal excited by a sinusoidal signal modulation by Hanning windows.
Keywords :
acoustic noise; acoustic signal processing; band-pass filters; echo; inspection; mathematics computing; pipes; ultrasonic applications; ultrasonic propagation; wavelet transforms; Hanning windows; MATLAB code; Morlet wavelet; SNR; band-pass filter; code ANSYS; damaged pipe; denoise quality; echo; guided wave propagation; signal processing; signal-noise ratio; sinusoidal signal modulation; ultrasonic inspection signal; wavelet coefficients; wavelet function; wavelet transform; Band pass filters; Civil engineering; Control engineering education; Educational technology; Frequency; Inspection; Laboratories; Technology forecasting; Wavelet coefficients; Wavelet transforms; Damage detection; crack; pipe; wavelet;
Conference_Titel :
Piezoelectricity, Acoustic Waves, and Device Applications, 2008. SPAWDA 2008. Symposium on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-2891-5
DOI :
10.1109/SPAWDA.2008.4775761