A Review of Signal Processing Techniques for Ultrasonic Guided Wave Testing

被引:25
|
作者
Diogo, Ana Rita [1 ]
Moreira, Bruno [2 ]
Gouveia, Carlos A. J. [2 ]
Tavares, Joao Manuel R. S. [3 ]
机构
[1] Univ Porto, Dept Fis & Astron, Falculdade Ciencias, P-4169007 Porto, Portugal
[2] EQS Global, P-4470211 Maia, Portugal
[3] Univ Porto, Inst Ciencia & Inovacao Engn Mecan & Engn Ind, Dept Engn Mecan, Fac Engn, P-4200465 Porto, Portugal
关键词
signal processing; signal filtering; defects characterisation; non-destructive testing; TIME-FREQUENCY ANALYSIS; DISPERSION; RECONSTRUCTION; RANGE; TRANSFORM; SPECTRUM; DAMAGE; MODE; ENHANCEMENT; EXTRACTION;
D O I
10.3390/met12060936
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Ultrasonic guided wave testing (UGWT) is a non-destructive testing (NDT) technique commonly used in structural health monitoring to perform wide-range inspection from a single point, thus reducing the time and effort required for NDT. However, the multi-modal and dispersive nature of guided waves makes the extraction of essential information that leads to defect detection an extremely challenging task. The purpose of this article is to give an overview of signal processing techniques used for filtering signals, isolating modes and identifying and localising defects in UGWT. The techniques are summarised and grouped according to the geometry of the studied structures. Although the reviewed techniques have led to satisfactory results, the identification of defects through signal processing remains challenging with space for improvement, particularly by combining signal processing techniques and integrating machine learning algorithms.
引用
收藏
页数:20
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