题名 | Research on Visual Detection Method of Cantilever Beam Cracks Based on Vibration Modal Shapes |
作者 | |
发表日期 | 2022 |
会议名称 | International Congress and Workshop on Industrial AI, IAI 2021 |
会议录名称 | Lecture Notes in Mechanical Engineering
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ISBN | 9783030936396 |
ISSN | 2195-4356 |
页码 | 434-444 |
会议日期 | October 6-7, 2021 |
会议地点 | Virtual, Online |
摘要 | A visual detection method is proposed in this paper to identify cracks in a cantilever beam crack. The method takes full advantages of high spatial resolution of image sensing, relying only on cost-effective ordinary frame rate camera to record the process of free vibration of the cantilever beam, and combines with singular value decomposition method to obtain the vibration mode shapes of the cantilever beam. Then modal shape differences from baseline are taken as the features for detection and diagnosis The effectiveness of the first-order vibration mode shape difference in cantilever beam crack size and location detection is verified by both simulation and experiment. |
关键词 | Cantilever beam Crack detection Singular value decomposition Vibration mode shape |
DOI | 10.1007/978-3-030-93639-6_38 |
URL | 查看来源 |
收录类别 | CPCI-S |
语种 | 英语English |
WOS研究方向 | Computer Science ; Engineering |
WOS类目 | Computer Science, Artificial Intelligence ; Engineering, Industrial ; Engineering, Mechanical |
WOS记录号 | WOS:000777604600038 |
Scopus入藏号 | 2-s2.0-85125245710 |
引用统计 | |
文献类型 | 会议论文 |
条目标识符 | https://repository.uic.edu.cn/handle/39GCC9TT/8948 |
专题 | 理工科技学院 |
通讯作者 | Lin, Yubin |
作者单位 | 1.School of Industrial Automation,Beijing Institute of Technology,Zhuhai,No. 6, Jinfeng Road, Guangdong,China 2.Programme of Computer Science and Technology,BNU-HKBU United International College,Zhuhai,No. 2000, Jintong Road, Guangdong,China 3.Centre for Efficiency and Performance Engineering,University of Huddersfield,Huddersfield,H1 3DH,United Kingdom |
推荐引用方式 GB/T 7714 | Deng, Rongfeng,Lin, Yubin,Huang, Baoshanet al. Research on Visual Detection Method of Cantilever Beam Cracks Based on Vibration Modal Shapes[C], 2022: 434-444. |
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