通过解决基于阶跃加热热成像技术的三维逆问题,定量评估界面缺陷的大小和形态

IF 2 3区 工程技术 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING
L. Zhuo, Y. Xu, J. Zhu, C. Li, C. Liu, F. Yi
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引用次数: 0

摘要

主动红外热成像技术已被证明是一种可行的、有吸引力的无损评价涂层-衬底系统中分层等界面缺陷的方法。但由于不可避免的侧向热扩散和测量噪声的影响,从热图像中准确量化小而深埋的缺陷是一项具有挑战性的任务。目的利用步进加热热成像技术,高精度、高可靠性地估计两层体系界面缺陷的尺寸和形态。方法为了表征缺陷对热流的影响,在界面处假设一个虚拟热流,并通过求解三维逆问题从测量的表面温度重建该虚拟热流。利用格林函数和正则化技术求出缺陷模式的反解,然后利用阈值分割法对缺陷模式进行估计。通过节点温度的迭代替换,提高了计算效率。结果用有限元模型生成的综合数据进行了仿真,验证了该方法的可行性。氧化铝/钢系统的实验结果表明,当温度受到测量噪声污染时,该方法具有鲁棒性。讨论了各种缺陷形状的估计性能和正则化的影响。结论本研究表明,与传统方法相比,该方法对不同径深比缺陷的尺寸和模式的估计精度和可靠性有所提高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Quantitative Evaluation of Interfacial Defect Size and Pattern by Solving a 3D Inverse Problem Based on Step Heating Thermography

Quantitative Evaluation of Interfacial Defect Size and Pattern by Solving a 3D Inverse Problem Based on Step Heating Thermography

Quantitative Evaluation of Interfacial Defect Size and Pattern by Solving a 3D Inverse Problem Based on Step Heating Thermography

Background

Active infrared thermography is proved to be viable and attractive for non-destructive evaluation of interfacial defects like delaminations in a coating-substrate system. But it is a challenging task to accurately quantify small and deeply buried defects from thermal images, due to the inevitable effects of lateral heat diffusion and measurement noise.

Objective

The aim of this work is to estimate the size and pattern of defects at the interface of a two-layer system with high accuracy and high reliability based on step heating thermography.

Methods

To characterize the effect of defect on the heat flow, a virtual heat flux is assumed at the interface, which is reconstructed from measured surface temperature by solving a three-dimensional inverse problem. The inverse solution is obtained using the Green’s function and regularization techniques, and then used for estimating the defect pattern by threshold segmentation. An improvement on computational efficiency is achieved by an iteratively substitution of nodal temperature.

Results

Simulations with synthetic data generated by a finite element model validate the feasibility of this approach. Results obtained from experiments for an Aluminum oxide/steel system show the robustness of this approach, when temperatures are contaminated with measurement noise. Both the performance on estimation of various defect shapes and the effects of regularization are discussed.

Conclusion

This study show that the present approach brings an improvement in accuracy and reliability for the estimation of size and pattern of defects with various diameter-to-depth ratios, in comparison with conventional techniques.

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来源期刊
Experimental Mechanics
Experimental Mechanics 物理-材料科学:表征与测试
CiteScore
4.40
自引率
16.70%
发文量
111
审稿时长
3 months
期刊介绍: Experimental Mechanics is the official journal of the Society for Experimental Mechanics that publishes papers in all areas of experimentation including its theoretical and computational analysis. The journal covers research in design and implementation of novel or improved experiments to characterize materials, structures and systems. Articles extending the frontiers of experimental mechanics at large and small scales are particularly welcome. Coverage extends from research in solid and fluids mechanics to fields at the intersection of disciplines including physics, chemistry and biology. Development of new devices and technologies for metrology applications in a wide range of industrial sectors (e.g., manufacturing, high-performance materials, aerospace, information technology, medicine, energy and environmental technologies) is also covered.
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