Extracting sub-pixel displacement measurements using visual vibrometry methods for non-destructive evaluation

IF 4.3 2区 工程技术 Q1 ACOUSTICS
Lucy Dougill, Anthony J. Croxford, Paul D. Wilcox
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引用次数: 0

Abstract

Vibration-based methods are crucial for Non-Destructive Evaluation (NDE), with non-contact techniques valued for their adaptability to various materials and structures. This paper presents a cost-effective approach to vibrational analysis using off-the-shelf cameras to capture videos of forcibly excited structures. The method combines forced excitation with phase-based optical flow to extract sub-pixel displacements, eliminating the need for motion magnification. Forced excitation facilitates temporal Fourier analysis, optimising sub-pixel displacement extraction, enhancing sensitivity, and improving efficiency. In contrast to traditional methods that require high-frame rate cameras and extensive computational resources, this system operates effectively with a low-frame rate camera, making it well-suited for NDE applications in industrial settings. Visual vibrometry works on the principle that damage alters a structure’s vibrational response, using changes in pixel values as motion sensors for sub-pixel measurements. Forced excitation amplifies sensitivity by actively probing structures, aiding in early-stage damage detection. A case study of a cantilever structure demonstrated the system’s ability to resolve displacements as small as 0.65μm (1/200th of a pixel). Comparative analysis of defective and pristine cantilever samples revealed subtle differences in mode shapes, with the optimisation curve-fit method successfully identifying defects and showing promise for defect localisation.
提取亚像素位移测量使用视觉振动法的方法进行无损评价
基于振动的方法对于无损评估(NDE)至关重要,非接触技术因其对各种材料和结构的适应性而受到重视。本文提出了一种经济有效的振动分析方法,利用现成的相机捕捉强制激励结构的视频。该方法结合强制激励和基于相位的光流提取亚像素位移,消除了对运动放大的需要。强制激励有利于时间傅里叶分析,优化亚像素位移提取,增强灵敏度,提高效率。与需要高帧率相机和大量计算资源的传统方法相比,该系统在低帧率相机下有效运行,使其非常适合工业环境中的无损检测应用。视觉振动测量的原理是破坏会改变结构的振动响应,使用像素值的变化作为亚像素测量的运动传感器。强制激励通过主动探测结构来提高灵敏度,有助于早期损伤检测。一个悬臂结构的案例研究表明,该系统能够分辨小至0.65μm(1/200像素)的位移。对缺陷和原始悬臂梁样品的对比分析揭示了模态振型的细微差异,优化曲线拟合方法成功地识别了缺陷并显示了缺陷定位的希望。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Sound and Vibration
Journal of Sound and Vibration 工程技术-工程:机械
CiteScore
9.10
自引率
10.60%
发文量
551
审稿时长
69 days
期刊介绍: The Journal of Sound and Vibration (JSV) is an independent journal devoted to the prompt publication of original papers, both theoretical and experimental, that provide new information on any aspect of sound or vibration. There is an emphasis on fundamental work that has potential for practical application. JSV was founded and operates on the premise that the subject of sound and vibration requires a journal that publishes papers of a high technical standard across the various subdisciplines, thus facilitating awareness of techniques and discoveries in one area that may be applicable in others.
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