Measurement and characterization of internal delamination defects in CFRP based on line laser thermography frequency domain analysis.

IF 1.7 4区 工程技术 Q3 INSTRUMENTS & INSTRUMENTATION Review of Scientific Instruments Pub Date : 2025-01-01 DOI:10.1063/5.0238062
Yu Fu, Guangyu Zhou, Zhijie Zhang, Wuliang Yin
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Abstract

Carbon fiber reinforced polymers (CFRPs) are widely used in fields such as aviation and aerospace. However, subtle defects can significantly impact the material's service life, making defect detection a critical priority. In this paper, delamination defects in CFRP are detected using line laser infrared thermography, and a defect characterization algorithm that combines differential thermography with a frequency-domain filter is proposed. This approach effectively eliminates the trailing phenomenon caused by line laser scanning and produces defect feature images with a higher signal-to-noise ratio. The size of the processed defects is then measured using pixel deviation values combined with K-means edge detection. The results show that the measured dimensions of defects are larger than the actual dimensions at the initial stage of cooling after excitation and smaller than the actual dimensions at the end of the cooling phase. The maximum measurement error for defect size was 2.74 mm2 throughout the measurement interval. In addition, defect depth evaluation was achieved by fitting the curve of defect depth against the peak value in the frequency domain, with the resultant R-square value were all higher than 0.9877. This confirms the validity and accuracy of the methodology used in this study.

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基于线激光热成像频域分析的CFRP内部分层缺陷测量与表征。
碳纤维增强聚合物(CFRPs)广泛应用于航空航天等领域。然而,细微的缺陷会严重影响材料的使用寿命,因此缺陷检测是重中之重。本文采用线激光红外热成像技术检测CFRP的分层缺陷,提出了一种结合差示热成像和频域滤波器的缺陷表征算法。该方法有效地消除了激光线扫描产生的拖尾现象,产生的缺陷特征图像具有较高的信噪比。然后使用像素偏差值结合k均值边缘检测来测量处理缺陷的大小。结果表明:缺陷的测量尺寸在激发后冷却初始阶段大于实际尺寸,在冷却结束阶段小于实际尺寸;在整个测量间隔内,缺陷尺寸的最大测量误差为2.74 mm2。在频域将缺陷深度曲线与峰值拟合得到缺陷深度评价,得到的r平方值均大于0.9877。这证实了本研究中使用的方法的有效性和准确性。
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来源期刊
Review of Scientific Instruments
Review of Scientific Instruments 工程技术-物理:应用
CiteScore
3.00
自引率
12.50%
发文量
758
审稿时长
2.6 months
期刊介绍: Review of Scientific Instruments, is committed to the publication of advances in scientific instruments, apparatuses, and techniques. RSI seeks to meet the needs of engineers and scientists in physics, chemistry, and the life sciences.
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