Combining Digital Image Correlation and Acoustic Emission to Characterize the Flexural Behavior of Flax Biocomposites

IF 12.2 1区 工程技术 Q1 MECHANICS
M. Habibi, L. Laperrière
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引用次数: 3

Abstract

Understanding the effect of staking sequences and identifying the damage occurring within a structure using a structural health monitoring system are the keys to an efficient design of composite-based parts. In this research, a combination of digital image correlation (DIC) and acoustic emission (AE) is used to locate and classify the type of damage depending on the stacking sequence of the laminate during flexural loading. As a first step, the results of the strain fields for unidirectional, cross-ply, and quasi-isotropic laminates were compared to discuss their global behavior and to correlate the different damage patterns with the possible failure mechanisms. The damage was then addressed using a comprehensive interpretation of the acoustic emission signatures and the K-means classification of the acoustic events. The development of each damage mechanism was correlated to the applied load and expressed as a function of the loading rate to highlight the effect of the stacking sequence. Finally, the results of DIC and AE were combined to improve the reliability of the damage investigation without limiting the failure mechanism to matrix cracking, interfacial failure, and fiber breakage, as expected by the unsupervised event clustering.
结合数字图像相关和声发射表征亚麻生物复合材料的弯曲行为
利用结构健康监测系统了解桩接序列的影响并识别结构内部发生的损伤是有效设计复合材料部件的关键。本研究采用数字图像相关(DIC)和声发射(AE)相结合的方法,根据层压板在弯曲加载过程中的堆叠顺序对损伤类型进行定位和分类。首先,比较了单向、交叉铺层和准各向同性层合板的应变场结果,讨论了它们的整体行为,并将不同的损伤模式与可能的破坏机制联系起来。然后利用声发射特征的综合解释和声事件的K-means分类来解决损伤。每种损伤机制的发展都与外加荷载相关,并表示为加载速率的函数,以突出堆叠顺序的影响。最后,将DIC和AE的结果结合起来,提高了损伤研究的可靠性,而不像无监督事件聚类所期望的那样,将破坏机制局限于基体开裂、界面破坏和纤维断裂。
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来源期刊
CiteScore
28.20
自引率
0.70%
发文量
13
审稿时长
>12 weeks
期刊介绍: Applied Mechanics Reviews (AMR) is an international review journal that serves as a premier venue for dissemination of material across all subdisciplines of applied mechanics and engineering science, including fluid and solid mechanics, heat transfer, dynamics and vibration, and applications.AMR provides an archival repository for state-of-the-art and retrospective survey articles and reviews of research areas and curricular developments. The journal invites commentary on research and education policy in different countries. The journal also invites original tutorial and educational material in applied mechanics targeting non-specialist audiences, including undergraduate and K-12 students.
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