使用合成参考图像的路径集成 X 射线数字图像相关性

IF 1.5 4区 工程技术 Q3 ENGINEERING, MECHANICAL Experimental Techniques Pub Date : 2024-04-12 DOI:10.1007/s40799-024-00707-y
S. S. Fayad, E.M.C. Jones, C. Winters
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引用次数: 0

摘要

当物体受到明显遮挡时,X 射线可以提供图像,从而可以通过 X 射线数字图像相关(DIC)进行运动测量。然而,X 射线图像是路径整合的,包含光源和探测器之间所有物体的数据。如果 X 射线路径中存在多个物体,传统的 DIC 算法可能无法关联 X 射线图像。一种名为路径积分(PI)-DIC 的新型 DIC 算法通过重新制定 DIC 的匹配标准来考虑多个独立移动的物体,从而解决了这一问题。PI-DIC 需要每个独立物体的一组参考 X 射线图像。然而,由于实验的限制,这些参考图像可能无法从实验中获得。这项工作的重点是在这种情况下合成参考图像的可靠性。为了演示的目的,我们使用了一个简化的示例,它由两个带有钽 X 射线 DIC 图案的铝板组成,这两个铝板正在进行独立的刚性平移。根据 "设计 "的 DIC 图案生成合成参考图像。然而,由于图案的制造缺陷,使用合成图像的 PI-DIC 存在一些偏差。对七种已识别缺陷类型的系统研究发现,特征直径不正确是影响最大的缺陷。使用修正后的特征直径重新生成合成图像后,PI-DIC 误差提高了 3-4 倍。最终偏差范围为 0.00-0.04 px,标准不确定性范围为 0.06-0.11 px。总之,PI-DIC 利用合成生成的参考图像,从单个路径积分 X 射线图像系列中精确测量了两块板的独立位移,本文得出的方法和结论可扩展到涉及任意试样几何形状和运动的立体 PI-DIC 的更广泛情况。因此,这项工作扩展了 X 射线成像的应用空间,可在光学 DIC 无法实现的极端环境中对多个表面或物体进行全场 DIC 测量。
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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Path-Integrated X-Ray Digital Image Correlation using Synthetic Reference Images

X-rays can provide images when an object is visibly obstructed, allowing for motion measurements via x-ray digital image correlation (DIC). However, x-ray images are path-integrated and contain data for all objects between the source and detector. If multiple objects are present in the x-ray path, conventional DIC algorithms may fail to correlate the x-ray images. A new DIC algorithm called path-integrated (PI)-DIC addresses this issue by reformulating the matching criterion for DIC to account for multiple, independently-moving objects. PI-DIC requires a set of reference x-ray images of each independent object. However, due to experimental constraints, such reference images might not be obtainable from the experiment. This work focuses on the reliability of synthetically-generated reference images, in such cases. A simplified exemplar is used for demonstration purposes, consisting of two aluminum plates with tantalum x-ray DIC patterns undergoing independent rigid translations. Synthetic reference images based on the “as-designed” DIC patterns were generated. However, PI-DIC with the synthetic images suffered some biases due to manufacturing defects of the patterns. A systematic study of seven identified defect types found that an incorrect feature diameter was the most influential defect. Synthetic images were re-generated with the corrected feature diameter, and PI-DIC errors were improved by a factor of 3-4. Final biases ranged from 0.00-0.04 px, and standard uncertainties ranged from 0.06-0.11 px. In conclusion, PI-DIC accurately measured the independent displacement of two plates from a single series of path-integrated x-ray images using synthetically-generated reference images, and the methods and conclusions derived here can be extended to more generalized cases involving stereo PI-DIC for arbitrary specimen geometry and motion. This work thus extends the application space of x-ray imaging for full-field DIC measurements of multiple surfaces or objects in extreme environments where optical DIC is not possible.

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来源期刊
Experimental Techniques
Experimental Techniques 工程技术-材料科学:表征与测试
CiteScore
3.50
自引率
6.20%
发文量
88
审稿时长
5.2 months
期刊介绍: Experimental Techniques is a bimonthly interdisciplinary publication of the Society for Experimental Mechanics focusing on the development, application and tutorial of experimental mechanics techniques. The purpose for Experimental Techniques is to promote pedagogical, technical and practical advancements in experimental mechanics while supporting the Society''s mission and commitment to interdisciplinary application, research and development, education, and active promotion of experimental methods to: - Increase the knowledge of physical phenomena - Further the understanding of the behavior of materials, structures, and systems - Provide the necessary physical observations necessary to improve and assess new analytical and computational approaches.
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