Yi Zhou;Jia Liu;Xiuyun Zhou;Luping Feng;Lie Chen;Zhen Liu
{"title":"基于光流振幅的 CFRP 冲击损伤检测和定量评估方法","authors":"Yi Zhou;Jia Liu;Xiuyun Zhou;Luping Feng;Lie Chen;Zhen Liu","doi":"10.1109/TIM.2024.3488137","DOIUrl":null,"url":null,"abstract":"Carbon fiber-reinforced polymer (CFRP) is widely used in transportation and aerospace. However, CFRP is susceptible to impact damage, leading to defects such as cracks and delamination. Moreover, detecting 4-J low-energy impact damage in CFRP is challenging. To address this issue, this article uses eddy current pulsed thermography (ECPT) in combination with the optical flow amplitude-based method (OFABM) for nondestructive testing. The optical flow is used to track the transient heat propagation state of the CFRP composites, and the principal component analysis (PCA) is employed to extract defect information from the optical flow amplitude. A relationship between optical flow amplitude and impact energy is established, allowing quantitative evaluation of impact damage. The experimental results demonstrate that the OFABM effectively detects 4-J low-energy impact damage in CFRP and has the potential for the quantitative assessment of impact damage.","PeriodicalId":13341,"journal":{"name":"IEEE Transactions on Instrumentation and Measurement","volume":"73 ","pages":"1-9"},"PeriodicalIF":5.6000,"publicationDate":"2024-10-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Optical Flow Amplitude-Based Method for Detection and Quantitative Evaluation of Impact Damage in CFRP\",\"authors\":\"Yi Zhou;Jia Liu;Xiuyun Zhou;Luping Feng;Lie Chen;Zhen Liu\",\"doi\":\"10.1109/TIM.2024.3488137\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Carbon fiber-reinforced polymer (CFRP) is widely used in transportation and aerospace. However, CFRP is susceptible to impact damage, leading to defects such as cracks and delamination. Moreover, detecting 4-J low-energy impact damage in CFRP is challenging. To address this issue, this article uses eddy current pulsed thermography (ECPT) in combination with the optical flow amplitude-based method (OFABM) for nondestructive testing. The optical flow is used to track the transient heat propagation state of the CFRP composites, and the principal component analysis (PCA) is employed to extract defect information from the optical flow amplitude. A relationship between optical flow amplitude and impact energy is established, allowing quantitative evaluation of impact damage. The experimental results demonstrate that the OFABM effectively detects 4-J low-energy impact damage in CFRP and has the potential for the quantitative assessment of impact damage.\",\"PeriodicalId\":13341,\"journal\":{\"name\":\"IEEE Transactions on Instrumentation and Measurement\",\"volume\":\"73 \",\"pages\":\"1-9\"},\"PeriodicalIF\":5.6000,\"publicationDate\":\"2024-10-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Transactions on Instrumentation and Measurement\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/10739350/\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Instrumentation and Measurement","FirstCategoryId":"5","ListUrlMain":"https://ieeexplore.ieee.org/document/10739350/","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
Optical Flow Amplitude-Based Method for Detection and Quantitative Evaluation of Impact Damage in CFRP
Carbon fiber-reinforced polymer (CFRP) is widely used in transportation and aerospace. However, CFRP is susceptible to impact damage, leading to defects such as cracks and delamination. Moreover, detecting 4-J low-energy impact damage in CFRP is challenging. To address this issue, this article uses eddy current pulsed thermography (ECPT) in combination with the optical flow amplitude-based method (OFABM) for nondestructive testing. The optical flow is used to track the transient heat propagation state of the CFRP composites, and the principal component analysis (PCA) is employed to extract defect information from the optical flow amplitude. A relationship between optical flow amplitude and impact energy is established, allowing quantitative evaluation of impact damage. The experimental results demonstrate that the OFABM effectively detects 4-J low-energy impact damage in CFRP and has the potential for the quantitative assessment of impact damage.
期刊介绍:
Papers are sought that address innovative solutions to the development and use of electrical and electronic instruments and equipment to measure, monitor and/or record physical phenomena for the purpose of advancing measurement science, methods, functionality and applications. The scope of these papers may encompass: (1) theory, methodology, and practice of measurement; (2) design, development and evaluation of instrumentation and measurement systems and components used in generating, acquiring, conditioning and processing signals; (3) analysis, representation, display, and preservation of the information obtained from a set of measurements; and (4) scientific and technical support to establishment and maintenance of technical standards in the field of Instrumentation and Measurement.