基于线激光红外热成像扫描技术的CFRP多角度裂纹检测。

IF 5.8 3区 工程技术 Q1 POLYMER SCIENCE Polymers Pub Date : 2025-02-15 DOI:10.3390/polym17040508
Guangyu Zhou, Zhijie Zhang, Wuliang Yin, Yu Fu, Ding'erkai Wang
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引用次数: 0

摘要

红外热像仪是一种实时、高效的缺陷检测方法。本研究利用线激光扫描红外热成像仪检测人工铺设单向CFRP、3d打印CFRP裂缝和CFRP偏转板中自然产生的微裂缝。在人工分层的单向CFRP中,检测性能受铺层方向的影响,与铺层对齐的裂缝对热传导的阻碍最小,导致热图像中的高频成分较弱,检测精度较差。相比之下,3d打印CFRP的复合结构最大限度地减少了裂纹方向的影响。通过分析不同张开角裂纹的裂纹中心和热拖尾温度特征,建立了裂纹张开角、裂纹深度与热特征之间的关系。裂缝张开角与绝对温差之比的拟合曲线平均R2为0.9828,均方差为0.1287,验证了该方法的有效性。最后,通过高频滤波有效提取CFRP偏转板微裂纹特征,证明了本研究的广泛适用性和鲁棒性。
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Multi-Angle Crack Detection in CFRP Based on Line Laser Infrared Thermography Scanning Technology.

Infrared thermography is a real-time and efficient method for defect detection. This study utilizes line laser scanning infrared thermography to detect cracks in manually laid-up unidirectional CFRP, 3D-printed CFRP cracks, and naturally occurring microcracks in CFRP deflectors. In manually layered unidirectional CFRP, detection performance is influenced by the layup direction, with cracks aligned to the layup exhibiting minimal hindrance to heat conduction, resulting in weaker high-frequency components in thermal images and poorer detection accuracy. In contrast, the composite structure of 3D-printed CFRP minimizes the impact of crack orientation. By analyzing the temperature characteristics of the crack center and thermal drag tail for cracks with varying opening angles, the study establishes a relationship between the crack opening angle, crack depth, and thermal features. Fitted curves of the ratio between crack opening angle and absolute temperature difference yielded an average R2 of 0.9828 and MSE of 0.1287, validating the effectiveness of the proposed approach. Finally, the features of microcracks in CFRP deflector plates were effectively extracted through high-frequency filtering, which demonstrated the broad applicability and robustness of this study.

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来源期刊
Polymers
Polymers POLYMER SCIENCE-
CiteScore
8.00
自引率
16.00%
发文量
4697
审稿时长
1.3 months
期刊介绍: Polymers (ISSN 2073-4360) is an international, open access journal of polymer science. It publishes research papers, short communications and review papers. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. Therefore, there is no restriction on the length of the papers. The full experimental details must be provided so that the results can be reproduced. Polymers provides an interdisciplinary forum for publishing papers which advance the fields of (i) polymerization methods, (ii) theory, simulation, and modeling, (iii) understanding of new physical phenomena, (iv) advances in characterization techniques, and (v) harnessing of self-assembly and biological strategies for producing complex multifunctional structures.
期刊最新文献
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