On the use of finite differences for vibration-based damage localization in laminated composite plates

IF 3.5 Q1 ENGINEERING, MULTIDISCIPLINARY International Journal of Structural Integrity Pub Date : 2022-10-31 DOI:10.1108/ijsi-04-2022-0057
Tomás Oliveira, J. V. Araújo dos Santos, H. Lopes
{"title":"On the use of finite differences for vibration-based damage localization in laminated composite plates","authors":"Tomás Oliveira, J. V. Araújo dos Santos, H. Lopes","doi":"10.1108/ijsi-04-2022-0057","DOIUrl":null,"url":null,"abstract":"PurposeLaminated composite materials are a staple of modern material development, with extremely strong fibers being combined with resins to form versatile and efficient engineering structures. However, the advancements in material development must be accompanied by equally advanced methods for damage detection, localization and quantification, as these materials develop inherently unique failure modes. This paper aims to further the study of the use of modal shapes and their spatial derivatives to localize damage in laminated composite rectangular plates. Exploring different damage scenarios and models, as well as different orders of mode shape derivatives of laminated plates.Design/methodology/approachANSYS® Parametric Design Language (APDL) is used to perform finite element analysis of plates with several damage scenarios and damage mechanics models. MATLAB® is used to post-process these simulation results, namely by calculating the derivatives using finite differences, applying three distinct sets of damage indices, including one that is presently proposed. To mimic experimental conditions and test the resilience of the derivative orders, different noise levels are introduced into the results of the finite element analysis. A quality index is employed to quantitatively evaluate the solutions, mainly regarding the response to the introduced noise.FindingsThe results show that the applied damage localization methods have comparable results in terms of quality. These results also show that the quality of the damage localizations is higher when the damaged areas coincide with high displacement/curvature areas of the mode shapes and that higher noise levels have a more noticeable negative impact when employing higher-order derivatives.Originality/valueExploring different damage scenarios and models, as well as different orders of mode shape derivatives of laminated plates. The influence of a specific damage layer on the order of derivatives of modal response is evaluated, showing promising results concerning its identification.","PeriodicalId":45359,"journal":{"name":"International Journal of Structural Integrity","volume":null,"pages":null},"PeriodicalIF":3.5000,"publicationDate":"2022-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Structural Integrity","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1108/ijsi-04-2022-0057","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 2

Abstract

PurposeLaminated composite materials are a staple of modern material development, with extremely strong fibers being combined with resins to form versatile and efficient engineering structures. However, the advancements in material development must be accompanied by equally advanced methods for damage detection, localization and quantification, as these materials develop inherently unique failure modes. This paper aims to further the study of the use of modal shapes and their spatial derivatives to localize damage in laminated composite rectangular plates. Exploring different damage scenarios and models, as well as different orders of mode shape derivatives of laminated plates.Design/methodology/approachANSYS® Parametric Design Language (APDL) is used to perform finite element analysis of plates with several damage scenarios and damage mechanics models. MATLAB® is used to post-process these simulation results, namely by calculating the derivatives using finite differences, applying three distinct sets of damage indices, including one that is presently proposed. To mimic experimental conditions and test the resilience of the derivative orders, different noise levels are introduced into the results of the finite element analysis. A quality index is employed to quantitatively evaluate the solutions, mainly regarding the response to the introduced noise.FindingsThe results show that the applied damage localization methods have comparable results in terms of quality. These results also show that the quality of the damage localizations is higher when the damaged areas coincide with high displacement/curvature areas of the mode shapes and that higher noise levels have a more noticeable negative impact when employing higher-order derivatives.Originality/valueExploring different damage scenarios and models, as well as different orders of mode shape derivatives of laminated plates. The influence of a specific damage layer on the order of derivatives of modal response is evaluated, showing promising results concerning its identification.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
有限差分法在复合材料层合板振动损伤定位中的应用
目的层压复合材料是现代材料发展的主要内容,将极强的纤维与树脂结合,形成多功能、高效的工程结构。然而,材料开发的进步必须伴随着同样先进的损伤检测、定位和量化方法,因为这些材料会发展出固有的独特失效模式。本文旨在进一步研究使用模态形状及其空间导数来定位叠层复合材料矩形板的损伤。探索不同的损伤场景和模型,以及不同阶数的层合板振型导数。设计/方法/方法ANSYS®参数化设计语言(APDL)用于对具有多种损伤场景和损伤力学模型的板进行有限元分析。MATLAB®用于对这些模拟结果进行后处理,即通过使用有限差分计算导数,应用三组不同的损伤指数,包括目前提出的一组。为了模拟实验条件并测试导数阶数的弹性,在有限元分析的结果中引入了不同的噪声水平。采用质量指数来定量评估解决方案,主要是关于对引入的噪声的响应。结果表明,应用的损伤定位方法在质量方面具有可比性。这些结果还表明,当损伤区域与振型的高位移/曲率区域重合时,损伤定位的质量更高,并且当使用高阶导数时,更高的噪声水平具有更明显的负面影响。独创性/价值探索不同的损伤场景和模型,以及不同阶数的层压板振型导数。评估了特定损伤层对模态响应导数阶数的影响,在识别方面显示了有希望的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
International Journal of Structural Integrity
International Journal of Structural Integrity ENGINEERING, MULTIDISCIPLINARY-
CiteScore
5.40
自引率
14.80%
发文量
42
期刊最新文献
Study on crack law of shield segment under load variation based on XFEM Study on crack law of shield segment under load variation based on XFEM Research of criteria for analyzing the load-bearing capacity of buildings in areas of technogenic impact caused by mining operations Detection of bridge damage through analysis of dynamic response to vehicular loads utilizing long-gauge sensors Ultimate resistance and fatigue performance predictions of woven-based fiber reinforced polymers using a computational homogenization method
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1