Sreedhar Unnikrishnakurup , Renil Thomas Kidangan , C.V. Krishnamurthy , Krishnan Balasubramaniam , Andrew Ngo
{"title":"Assessment of fiber orientation and order in carbon fiber reinforced polymer composites using induction thermography and Radon transform analysis","authors":"Sreedhar Unnikrishnakurup , Renil Thomas Kidangan , C.V. Krishnamurthy , Krishnan Balasubramaniam , Andrew Ngo","doi":"10.1016/j.compositesb.2025.112224","DOIUrl":null,"url":null,"abstract":"<div><div>The mechanical properties of carbon fiber reinforced polymer (CFRP) composites are critically influenced by th e fiber orientation and stacking sequence of individual layers. Any misalignment in the global ply orientation can lead to significant performance degradation and potential operational failure. This paper introduces an advanced method for identifying fiber orientation and its order in CFRP structures using Radon transform analysis of infrared thermal patterns generated through induction heating with a circular coil in transmission mode. The fiber orientation within the composite layers directs the flow of induced current, thereby affecting the resulting heating patterns. Radon transform allows to extract the hidden spatial characteristics of the heating patterns and thus the fiber orientations. The proposed method has been demonstrated on CFRP samples up to six layers. The results indicate a precision of the order of <span><math><msup><mrow><mn>7</mn></mrow><mrow><mi>o</mi></mrow></msup></math></span>, indicating the Radon transform method’s high accuracy in estimating fiber orientation in CFRP composite structures. This approach not only provides a reliable means to assess the internal fiber orientation, but also effectively identifies the sequence in which the orientation appear, contributing to a comprehensive understanding of the laminate structure. The ability to detect fabrication inconsistencies, such as fiber waviness, further highlights the robustness of this technique.</div></div>","PeriodicalId":10660,"journal":{"name":"Composites Part B: Engineering","volume":"296 ","pages":"Article 112224"},"PeriodicalIF":12.7000,"publicationDate":"2025-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Composites Part B: Engineering","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1359836825001143","RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0
Abstract
The mechanical properties of carbon fiber reinforced polymer (CFRP) composites are critically influenced by th e fiber orientation and stacking sequence of individual layers. Any misalignment in the global ply orientation can lead to significant performance degradation and potential operational failure. This paper introduces an advanced method for identifying fiber orientation and its order in CFRP structures using Radon transform analysis of infrared thermal patterns generated through induction heating with a circular coil in transmission mode. The fiber orientation within the composite layers directs the flow of induced current, thereby affecting the resulting heating patterns. Radon transform allows to extract the hidden spatial characteristics of the heating patterns and thus the fiber orientations. The proposed method has been demonstrated on CFRP samples up to six layers. The results indicate a precision of the order of , indicating the Radon transform method’s high accuracy in estimating fiber orientation in CFRP composite structures. This approach not only provides a reliable means to assess the internal fiber orientation, but also effectively identifies the sequence in which the orientation appear, contributing to a comprehensive understanding of the laminate structure. The ability to detect fabrication inconsistencies, such as fiber waviness, further highlights the robustness of this technique.
期刊介绍:
Composites Part B: Engineering is a journal that publishes impactful research of high quality on composite materials. This research is supported by fundamental mechanics and materials science and engineering approaches. The targeted research can cover a wide range of length scales, ranging from nano to micro and meso, and even to the full product and structure level. The journal specifically focuses on engineering applications that involve high performance composites. These applications can range from low volume and high cost to high volume and low cost composite development.
The main goal of the journal is to provide a platform for the prompt publication of original and high quality research. The emphasis is on design, development, modeling, validation, and manufacturing of engineering details and concepts. The journal welcomes both basic research papers and proposals for review articles. Authors are encouraged to address challenges across various application areas. These areas include, but are not limited to, aerospace, automotive, and other surface transportation. The journal also covers energy-related applications, with a focus on renewable energy. Other application areas include infrastructure, off-shore and maritime projects, health care technology, and recreational products.