Precise internal geometric characterization of multilayer structures using ultrasonic array imaging technology

IF 4.5 2区 材料科学 Q1 MATERIALS SCIENCE, CHARACTERIZATION & TESTING
Tiantian Zhu, Zhenggan Zhou, Wenbin Zhou, Hafiz Ejaz Ahmad
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引用次数: 0

Abstract

The growing use of multilayer components in manufacturing demands precise inspection methods. Ultrasonic phased array imaging with full matrix capture (FMC) offers effective structural characterization. However, its application to multilayer media is fundamentally constrained by the accuracy of sound velocity measurements. This paper introduces an ultrasonic phased array full matrix imaging method based on frequency domain full waveform inversion, which achieves precise reconstruction of the internal geometries characterization of multilayer structures by only utilizing the sound velocity of the outermost medium. Through an iterative optimization process, the initial sound velocity is progressively refined to minimize the discrepancy between simulated and experimental FMC datasets, thereby ensuring the simulated sound velocity closely approximates the actual conditions. This innovative method achieves robust reconstruction of internal geometries by eliminating the traditional requirement for accurate sound velocity measurements. The influence of unknown wavelets on internal geometries reconstruction was suppressed effectively by applying Green's function in the objective function. Furthermore, a novel pseudo-Hessian matrix incorporating Green's function correction is derived to enhance illumination compensation in deeper regions of the component. The experiments and simulations of different designs of three-layer medium complex structures were conducted, in which the proposed method provided substantially improved visualization of internal features. The structural similarity (SSIM) was increased 1.6 times higher than the conventional techniques, and the root mean square error (RMSE) of geometric dimensional measurements was reduced by more than 30 %.
利用超声阵列成像技术对多层结构进行精确的内部几何表征
在制造业中越来越多地使用多层组件需要精确的检测方法。超声相控阵成像与全矩阵捕获(FMC)提供了有效的结构表征。然而,它在多层介质中的应用从根本上受到声速测量精度的限制。本文介绍了一种基于频域全波形反演的超声相控阵全矩阵成像方法,该方法仅利用最外层介质的声速就能实现多层结构内部几何特征的精确重建。通过迭代优化过程,逐步细化初始声速,使模拟声速与实验声速的差异最小化,从而保证模拟声速与实际情况非常接近。这种创新的方法消除了传统的精确声速测量要求,实现了内部几何形状的鲁棒重建。通过在目标函数中引入格林函数,有效地抑制了未知小波对内部几何重构的影响。在此基础上,推导了一种新型的伪hessian矩阵,结合格林函数校正,增强了组件更深区域的照明补偿。对不同设计的三层介质复杂结构进行了实验和仿真,结果表明,该方法大大提高了内部特征的可视化效果。结构相似度(SSIM)比传统方法提高了1.6倍,几何尺寸测量的均方根误差(RMSE)降低了30%以上。
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
Ndt & E International
Ndt & E International 工程技术-材料科学:表征与测试
CiteScore
7.20
自引率
9.50%
发文量
121
审稿时长
55 days
期刊介绍: NDT&E international publishes peer-reviewed results of original research and development in all categories of the fields of nondestructive testing and evaluation including ultrasonics, electromagnetics, radiography, optical and thermal methods. In addition to traditional NDE topics, the emerging technology area of inspection of civil structures and materials is also emphasized. The journal publishes original papers on research and development of new inspection techniques and methods, as well as on novel and innovative applications of established methods. Papers on NDE sensors and their applications both for inspection and process control, as well as papers describing novel NDE systems for structural health monitoring and their performance in industrial settings are also considered. Other regular features include international news, new equipment and a calendar of forthcoming worldwide meetings. This journal is listed in Current Contents.
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