增强太赫兹无损评价与滤波反褶积地层重建

IF 4.5 2区 材料科学 Q1 MATERIALS SCIENCE, CHARACTERIZATION & TESTING
Haolian Shi , Grace Ham , Philip Meilland , D.S. Citrin , Alexandre Locquet
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引用次数: 0

摘要

太赫兹脉冲成像(TPI)是无损评估(NDE)的一种有价值的工具,可以实现各种材料的高分辨率地层表征和结构检测。然而,它的精度——由峰的精确定位和伪峰的减少来定义——可能会受到诸如低信噪比(SNR)和层薄时时域重叠回波等挑战的限制。虽然稀疏反卷积(SD)和正交匹配追踪(OMP)等先进的信号处理方法在解决这些问题方面表现出了希望,但它们的有效性往往取决于仔细的参数选择,这通常需要大量的专业知识。本文提出了一种在时域对滤波后的脉冲响应函数施加SD的方法,提高了太赫兹TPI的精度,简化了参数的确定。该方法还有助于确定OMP参数,进一步提高了太赫兹TPI在无损检测应用中的精度和可用性。我们通过将其应用于从硅上的柳树玻璃和热轧钢带上的轧机规模获得的实验数据来证明所提出方法的有效性,展示了它在不同材料系统中的多功能性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Enhanced terahertz nondestructive evaluation and stratigraphic reconstruction with filtered deconvolution
Terahertz pulsed imaging (TPI) is a valuable tool for nondestructive evaluation (NDE), enabling high-resolution stratigraphic characterization and structural inspection of various materials. However, its accuracy — defined by both the precise localization of peaks and the reduction of spurious peaks — can be limited by challenges such as low signal-to-noise ratio (SNR) and temporally overlapping echoes when layers are thin. While advanced signal-processing methods such as sparse deconvolution (SD) and orthogonal matching pursuit (OMP) have shown promise in addressing these issues, their effectiveness often hinges on careful parameter selection, which typically requires significant expertise. This paper presents a novel approach that enhances the accuracy and simplifies parameter determination in THz TPI by applying SD to a filtered impulse response function in the time domain. This method also aids in OMP parameter determination, further advancing the precision and usability of THz TPI for NDE applications. We demonstrate the effectiveness of the proposed approach by applying it to experimental data obtained from Willow glass on silicon and mill scale on hot-rolled steel strip, showcasing its versatility across different material systems.
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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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