Title :
Guided wave expansion in warped curvelet frames
Author :
De Marchi, Luca ; Baravelli, Emanuele ; Ruzzene, Massimo ; Speciale, Nicolò ; Masetti, Guido
Author_Institution :
Dept. of Electron. (DEIS), Univ. of Bologna, Bologna, Italy
fDate :
5/1/2012 12:00:00 AM
Abstract :
Lamb wave testing for structural health monitoring (SHM) often relies on analysis of wavefields recorded through scanning laser Doppler vibrometers (SLDVs) or ultrasonic scanners. Damage detection and characterization with these techniques requires isolation of defect-induced reflections in the wavefield from the injected wave packet and from scattering events associated with structural features such as boundaries, rivets, joints, etc. This is a challenging task when dealing with complex structures and multimodal, dispersive propagation regimes, whereby various wave contributions in both the time/space and the frequency/wavenumber domain overlap. A new mathematical tool named warped curvelet frames (WCFs) is proposed to effectively decompose the recorded wavefields. The presented technique results from the combination of two operators, i.e., the curvelet transform (CT) and the warped frequency transform (WFT). The CT provides an optimally sparse representation of nondispersive wave propagators. Combining the CT with the WFT allows for a flexible analysis of multimodal wave propagation in dispersive media. Exploiting the spatial and temporal localization of curvelets, as well as the spectro-temporal adaptation of the analysis frame to the characteristics of each propagating mode, provided by frequency warping, a convenient decomposition of guided waves is achieved and relevant contributions can be effectively isolated. The proposed approach is validated through dedicated simulations and further tested experimentally to demonstrate the effectiveness of the method in separating guided wave modes corresponding to acoustic events in close spatial proximity.
Keywords :
condition monitoring; curvelet transforms; structural engineering; surface acoustic waves; ultrasonic waves; SHM; SLDV; boundary feature; curvelet transform; damage characterization; damage detection; defect-induced reflection; dispersive propagation regime; frequency warping; frequency-wavenumber domain; guided wave decomposition; guided wave expansion; joints feature; lamb wave testing; nondispersive wave propagator; rivets feature; scanning laser Doppler vibrometer; spectro-temporal adaptation; structural health monitoring; time-space wave domain; ultrasonic scanner; warped curvelet frame; warped frequency transform; Acoustics; Aluminum; Dispersion; Time frequency analysis; Wavelet transforms;
Journal_Title :
Ultrasonics, Ferroelectrics, and Frequency Control, IEEE Transactions on
DOI :
10.1109/TUFFC.2012.2279