Literature DB >> 29751122

Enhanced damage imaging of a metallic plate using matching pursuit algorithm with multiple wavepaths.

Ho-Wuk Kim1, Fuh-Gwo Yuan2.   

Abstract

Waveforms received by sensors resulting from multiple wavepaths overlap and are hard to interpret. Because of this difficulty, they are usually intentionally ignored, thereby only the first arrival of wave mode being used for damage localization. This article proposes an imaging algorithm for damage localization by incorporating multiple wavepaths using piezoelectric wafers affixed on a metallic plate. Matching pursuit (MP) algorithm to enhance image quality is adopted for separating each wave packet individually. MP algorithm is an adaptive time-frequency signal decomposition technique that matches the best-fit elementary atom functions from an overcomplete dictionary. This study proposes a new dictionary composed of atom functions that constitute possible wave packets propagated by an excitation of Hann-windowed toneburst. The proposed dictionary converges faster and separates individual wave packets more accurately than typical Gaussian based dictionaries. Simulated studies first confirm the performance of MP algorithm with the proposed dictionary in comparison with those using conventional non-adaptive time-frequency analysis as well as MP with heuristic Gaussian-based dictionaries. The results of this study validate the proposed algorithm that multiple wavepaths can localize the damage with three to four piezoelectric wafers versus typical approaches employing only primary scattered waves.
Copyright © 2018 Elsevier B.V. All rights reserved.

Year:  2018        PMID: 29751122     DOI: 10.1016/j.ultras.2018.01.014

Source DB:  PubMed          Journal:  Ultrasonics        ISSN: 0041-624X            Impact factor:   2.890


  2 in total

1.  Ultrasound Defect Localization in Shell Structures with Lamb Waves Using Spare Sensor Array and Orthogonal Matching Pursuit Decomposition.

Authors:  Weilei Mu; Yuqing Gao; Guijie Liu
Journal:  Sensors (Basel)       Date:  2021-12-04       Impact factor: 3.576

2.  Lamb Wave-Based Damage Localization and Quantification in Composites Using Probabilistic Imaging Algorithm and Statistical Method.

Authors:  Jiahui Guo; Xianping Zeng; Qijian Liu; Xinlin Qing
Journal:  Sensors (Basel)       Date:  2022-06-25       Impact factor: 3.847

  2 in total

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