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An Infrared-Induced Terahertz Imaging Modality for Foreign Object Detection in a Lightweight Honeycomb Composite Structure

机译:轻型蜂窝状复合结构中异物检测的红外诱导太赫兹成像模态。

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摘要

In this paper, terahertz time-domain spectroscopy (THz-TDS) is used for the first time to detect fabricated defects in a glass fiber-skinned lightweight honeycomb composite panel. A novel amplitude polynomial regression (APR) algorithm is proposed as a preprocessing method. This method segments the amplitude–frequency curves to simulate the heating and the cooling monotonic behavior as in infrared thermography. Then, the method of empirical orthogonal function (EOF) imaging is applied on the APR preprocessed data as a postprocessing algorithm. Signal-to-noise ratio analysis is performed to verify the image improvement of the proposed APR-EOF modality from a quantitative point of view. Finally, the experimental results and the physical analysis show that THz is more suitable with respect to the detection of defects in glass fiber lightweight honeycomb composites.
机译:在本文中,太赫兹时域光谱(THz-TDS)首次用于检测玻璃纤维蒙皮的轻质蜂窝复合板中的制造缺陷。提出了一种新颖的幅度多项式回归算法。该方法将幅度-频率曲线分段,以模拟红外热像仪中的加热和冷却单调行为。然后,将经验正交函数(EOF)成像方法应用于APR预处理数据作为后处理算法。进行信噪比分析以从定量的角度验证所提出的APR-EOF模态的图像改进。最后,实验结果和物理分析表明,太赫兹在检测玻璃纤维轻质蜂窝复合材料中的缺陷方面更合适。

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  • 来源
    《Industrial Informatics, IEEE Transactions on》 |2018年第12期|5629-5636|共8页
  • 作者单位

    Department of Electrical and Computer Engineering, Computer Vision and Systems Laboratory, Laval University, Quebec, Canada;

    Department of Industrial and Information Engineering and Economics, University of L’Aquila, L’Aquila, Italy;

    Department of Inspection of Components and Assemblies, Fraunhofer-Institute for Nondestructive Testing IZFP, Saarbruecken, Germany;

    Department of Materials characterization, Fraunhofer-Institute for Nondestructive Testing IZFP, Saarbruecken, Germany;

    Department of Materials characterization, Fraunhofer-Institute for Nondestructive Testing IZFP, Saarbruecken, Germany;

    Aerospace Research Centre, Structures, Materials and Manufacturing, National Research Council Canada, Ottawa, Canada;

    Department of Electrical and Computer Engineering, Computer Vision and Systems Laboratory, Laval University, Quebec, Canada;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Imaging; Glass; Informatics; Heating systems; Image processing; Attenuation; Acoustics;

    机译:成像;玻璃;信息学;加热系统;图像处理;衰减;声学;

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