Title | Research on Visual Detection Method of Cantilever Beam Cracks Based on Vibration Modal Shapes |
Creator | |
Date Issued | 2022 |
Conference Name | International Congress and Workshop on Industrial AI, IAI 2021 |
Source Publication | Lecture Notes in Mechanical Engineering
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ISBN | 9783030936396 |
ISSN | 2195-4356 |
Pages | 434-444 |
Conference Date | October 6-7, 2021 |
Conference Place | Virtual, Online |
Abstract | 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. |
Keyword | Cantilever beam Crack detection Singular value decomposition Vibration mode shape |
DOI | 10.1007/978-3-030-93639-6_38 |
URL | View source |
Indexed By | CPCI-S |
Language | 英语English |
WOS Research Area | Computer Science ; Engineering |
WOS Subject | Computer Science, Artificial Intelligence ; Engineering, Industrial ; Engineering, Mechanical |
WOS ID | WOS:000777604600038 |
Scopus ID | 2-s2.0-85125245710 |
Citation statistics |
Cited Times [WOS]:0
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Document Type | Conference paper |
Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/8948 |
Collection | Faculty of Science and Technology |
Corresponding Author | Lin, Yubin |
Affiliation | 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 |
Recommended Citation 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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