journal article·2026-07-30

A 2-Dimensional Continuous Wavelet Transform Technique for Composite Panel Inspections by Scanning Laser Doppler Vibrometry

Alessandro Annessi, Daniele Candelaresi, Gloria Allevi, Milena Martarelli, Paolo Castellini

Applied Sciences· Volume 16· Issue 15
Publisher page

Abstract

Lamb waves propagation analysis is among the leading-edge approaches for the Non-Destructive Testing of composite thin-walled structures. The underlying diagnostic principle relies on the dependence of elastic waves wavelength on the plate thickness through which they propagate. Therefore, critical defects in composite panels, such as delaminations, can be detected by a non-contact, automated and high-resolution method such as Laser Doppler Vibrometry. The general approach applied in signal processing is referred to as Local Wavenumber Estimation. It consists of creating an image of the average wavelength over the acquisition frequency band in which the pixel element corresponds to a point of the vibrometer scan grid. The standard signal processing approach is typically implemented via the Short Space Fourier Transform. While effective at creating an average wavelength image over the acquisition frequency band, a major drawback of the Short Space Fourier Transform is its heavy reliance on the a priori selection of a spatial window size; a suboptimal choice can severely degrade detection robustness and spatial resolution. To overcome this limitation, we propose a novel method based on the 2D Continuous Wavelet Transform for the detection of defects in composite structures based on the isotropic Morlet wavelet. Thereafter, the proposed method is experimentally validated exploiting a glass fiber reinforced plate with an induced delamination. The proposed method proves superior on average by eliminating parameter dependency while preserving the original image resolution, resulting in a 66% Intersection over Union metric, comparable with the values of the standard method, but with a lower computational time.
Source: crossref · Quality: baseline

Research context

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Department of Theoretical and Applied Sciences, eCampus University, Via Isimbardi 10, 22060 Novedrate, Italy

Department of Industrial Engineering and Mathematical Sciences, Marche Polytechnic University, Via Brecce Bianche 12, 60131 Ancona, Italy

References (52)

Show source-provided references
1. Knight, D., and Curliss, D. (2003). Composite Materials. Encyclopedia of Physical Science and Technology, Academic Press.10.1016/B0-12-227410-5/00128-9 ↗
2. Improvement of defect size and morphological estimation in shearography inspection by wavelet transform10.1063/1.5093146 ↗
3. Damage detection of CFRP composites by electromagnetic wave nondestructive testing (EMW-NDT)10.1016/j.compscitech.2021.108839 ↗
4. Advanced ultrasonic NDT for weak bond detection in composite-adhesive bonded structures10.1016/j.ijadhadh.2020.102675 ↗
5. Investigating vibration characteristics of magnetostrictive transducers for air-coupled ultrasonic NDT of composites10.1016/j.ndteint.2019.102151 ↗
6. How to reveal subsurface defects in Kevlar® composite materials after an impact loading using infrared vision and optical NDT techniques?10.1016/j.engfracmech.2013.02.030 ↗
7. Review of Non-destructive Testing (NDT) Techniques and their Applicability to Thick Walled Composites10.1016/j.procir.2015.07.043 ↗
8. Accurate modeling of PZT-induced Lamb wave propagation in structures by using a novel spectral finite element method10.1088/0964-1726/23/9/095018 ↗
9. Modeling of Wave Propagation and Defect Detection in Rectangular Bar Specimens10.1063/1.3362544 ↗
10. Ricci, F., Monaco, E., Baid, H., and Mal, A. (2013). Guided Waves in a Disbonded Honeycomb Composite Structure. Structural Health Monitoring 2013, DEStech Publications, Inc.
11. Disbond contour estimation in aluminum/CFRP adhesive joint based on the phase velocity variation of Lamb waves10.1088/1361-665X/ac7b56 ↗
12. Guided Lamb waves for identification of damage in composite structures: A review10.1016/j.jsv.2006.01.020 ↗
13. Interaction of Lamb waves with the edges of a delamination in CFRP composites and a reference-free localization method for delamination10.1016/j.measurement.2017.10.016 ↗
14. Measurement of the effects of rough surfaces on Lamb waves propagation10.1016/j.ndteint.2003.09.007 ↗
15. Damage detection in plates based on Lamb wavefront shape reconstruction10.1016/j.measurement.2021.109206 ↗
16. A modal decomposition imaging algorithm for ultrasonic detection of delamination defects in carbon fiber composite plates using air-coupled Lamb waves10.1016/j.measurement.2022.111165 ↗
17. Damage detection using piezoelectric transducers and the Lamb wave approach: II. Robust and quantitative decision making10.1088/0964-1726/17/2/025034 ↗
18. Damage assessment in composites by Lamb waves and wavelet coefficients10.1088/0964-1726/12/3/310 ↗
19. Damage localization in composite laminates based on a quantitative expression of anisotropic wavefront10.1088/0964-1726/22/6/065005 ↗
20. Extraction of patch-induced Lamb waves using a wavelet transform10.1088/0964-1726/13/4/024 ↗
21. Interface debonding detection of grouted connection based on Lamb wave energy leakage10.1016/j.measurement.2022.111867 ↗
22. Surface damage detection of steel plate with different depths based on Lamb wave10.1016/j.measurement.2021.110364 ↗
23. Debonding detection in a carbon fibre reinforced concrete structure using guided waves10.1088/1361-665X/ab0b6e ↗
24. Identification of damage in plates using full-field measurement with a continuously scanning laser Doppler vibrometer system10.1016/j.jsv.2018.01.005 ↗
25. Derusova, D.A., Vavilov, V.P., Druzhinin, N.V., Shpil’noi, V.Y., and Pestryakov, A.N. (2022). Detecting Defects in Composite Polymers by Using 3D Scanning Laser Doppler Vibrometry. Materials, 15.10.3390/ma15207176 ↗
26. Core–skin debonding detection in honeycomb sandwich structures through guided wave wavefield analysis10.1177/1045389X18758180 ↗
27. Impact damage visualization in a honeycomb composite panel through laser inspection using zero-lag cross-correlation imaging condition10.1016/j.ultras.2018.02.014 ↗
28. Imaging of Lamination Defect in Metallic Plate Based on Local Wavenumber Domain Analysis10.1134/S1061830919100073 ↗
29. Evaluation of disbonds in adhesively bonded multilayer plates through local wavenumber estimation10.1016/j.jsv.2021.116624 ↗
30. Radzienski, M., Kudela, P., and Ostachowicz, W. (2016, January 5–8). Assessment of honeycomb core condition in composite sandwich panels by means of guided waves. Proceedings of the 8th European Workshop on Structural Health Monitoring (EWSHM 2016), Bilbao, Spain.
31. Frequency-Wavenumber Domain Filtering for Improved Damage Visualization10.1088/0964-1726/16/6/014 ↗
32. An algorithm based on logarithm of wavenumber amplitude for detection of delamination in carbon fiber composite10.1088/1361-6501/ac0de3 ↗
33. Enhanced wavefield imaging method for impact damage detection in composite laminates via laser-generated Lamb waves10.1016/j.measurement.2020.108639 ↗
34. Delamination detection in composites by laser ultrasonics10.1063/1.4879609 ↗
35. An Experimental Technique for Structural Diagnostic Based on Laser Vibrometry and Neural Networks
36. Delamination detection by Multi-Level Wavelet Processing of Continuous Scanning Laser Doppler Vibrometry data10.1016/j.optlaseng.2017.01.002 ↗
37. A wavefront track approach to defect detection in composites by scanning laser Doppler vibrometry10.1088/1742-6596/2698/1/012008 ↗
38. Self-reference broadband local wavenumber estimation (SRB-LWE) for defect assessment in composites10.1016/j.ymssp.2021.108142 ↗
39. Su, Z., and Ye, L. (2009). Identification of Damage Using Lamb Waves: From Fundamentals to Applications, Springer Nature.10.1007/978-1-84882-784-4 ↗
40. Guided wave imaging for detection and evaluation of impact-induced delamination in composites10.1088/0964-1726/24/10/105019 ↗
41. Schmerr, L., and Song, S.J. (2007). The System Function and Measurement System Models. Ultrasonic Nondestructive Evaluation Systems, Springer Nature.10.1007/978-0-387-49063-2 ↗
42. Chapter 2—Jensen’s and Jensen–Steffensen’s Inequalities10.1016/S0076-5392(08)62814-3 ↗
43. An Interior Trust Region Approach for Nonlinear Minimization Subject to Bounds10.1137/0806023 ↗
44. Delamination imaging in laminated composite plates using 2D wavelet analysis of guided wavefields10.1088/1361-665X/abc66b ↗
45. J-P, A., Murenzi, R., Vandergheynst, P., and Ali, S.T. (2004). Two-Dimensional Wavelets and Their Relatives, Cambridge University Press.
46. 2-D wavelet transforms: Generalisation of the Hardy space and application to experimental studies
47. l1-norm regularization and wavelet transform: An improved plane-wave destruction method10.1016/j.jappgeo.2017.11.004 ↗
48. A new method for gray-level picture thresholding using the entropy of the histogram10.1016/0734-189X(85)90125-2 ↗
49. Sequential Operations in Digital Picture Processing10.1145/321356.321357 ↗
50. (2008). International Vocabulary of Metrology—Basic and General Concepts and Associated Terms (VIM) (Standard No. UNI CEI 70099).
51. The Cambridge Dictionary of Statistics, Fourth Edition by B. S. Everitt, A. Skrondal10.1111/j.1751-5823.2011.00149_2.x ↗
52. The Pascal Visual Object Classes (VOC) Challenge10.1007/s11263-009-0275-4 ↗