Title :
Warped-wigner-hough transformation of lamb waves for automatic defect detection
Author :
Perelli, Alessandro ; De Marchi, Luca ; Baravelli, Emanuele ; Marzani, Alessandro ; Speciale, Nicolò
Author_Institution :
Dept. of Electron. Comput. Sci. & Syst. (DEIS), Univ. of Bologna, Bologna, Italy
Abstract :
To improve the defect detectability of Lamb wave inspection systems, application of non-linear signal processing was investigated. The approach is based on a Warped Frequency Transform (WFT) to compensate the dispersive behavior of ultrasonic guided waves, followed by a Wigner-Ville time-frequency analysis and the Hough Transform to further improve localization accuracy. As a result, an automatic detection procedure to locate defect-induced reflections was demonstrated and successfully tested by analyzing numerically simulated Lamb waves propagating in an aluminum plate. The proposed method is suitable for defect detection and can be easily implemented for real application to structural health monitoring.
Keywords :
Hough transforms; aluminium; inspection; plates (structures); surface acoustic wave signal processing; surface acoustic wave waveguides; surface acoustic waves; time-frequency analysis; ultrasonic dispersion; ultrasonic materials testing; ultrasonic propagation; ultrasonic waves; Al; Lamb wave inspection system; Lamb waves propagation; Wigner-Ville time-frequency analysis; aluminum plate; automatic defect detection; automatic detection; defect-induced reflections; localization accuracy; nonlinear signal processing; structural health monitoring; ultrasonic dispersion; ultrasonic guided waves; ultrasonic testing; warped frequency transform; warped-Wigner-Hough transformation; Acoustics; Aluminum; Dispersion; Educational institutions; Time frequency analysis; Transforms;
Conference_Titel :
Ultrasonics Symposium (IUS), 2011 IEEE International
Conference_Location :
Orlando, FL
Print_ISBN :
978-1-4577-1253-1
DOI :
10.1109/ULTSYM.2011.0266