Modal analysis and tension estimation of stay cables using noncontact vision‐based motion magnification method

Summary This paper describes a study on modal analysis and tension estimation of stay cables by vision‐based measurement under ambient condition. Microvibration of stay cable is captured by video camera, and the amplitude is amplified using phase‐based video motion magnification method. From the seq...

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Veröffentlicht in:Structural control and health monitoring 2022-07, Vol.29 (7), p.n/a
Hauptverfasser: Wangchuk, Samten, Siringoringo, Dionysius M., Fujino, Yozo
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Fujino, Yozo
description Summary This paper describes a study on modal analysis and tension estimation of stay cables by vision‐based measurement under ambient condition. Microvibration of stay cable is captured by video camera, and the amplitude is amplified using phase‐based video motion magnification method. From the sequences of cable images, spatial displacements of the cable are extracted via discretized centroid searching method. Modal parameters of the cable, namely, natural frequency, damping ratio, and mode shape, are identified by dynamic mode decomposition method from cable displacement responses. Furthermore, tension of the stay cable is estimated based on the identified natural frequencies by minimizing an error function of an approximate relationship between frequency and tension iteratively. The technique is verified in the laboratory‐scale experiments and implemented to full‐scale measurement of medium size and long‐span cable‐stayed bridges. To compare the accuracy and efficacy of the vision‐based method, noncontact vibration measurement using laser Doppler vibrometer was also conducted. The results demonstrate that the proposed vision‐based vibration measurement techniques can estimate modal parameters and tension of the stay cables accurately in a noncontact and distant measurement under ambient condition. The proposed method offers an alternative of effective and accurate vibration measurement of stay cables using only motion of the cables recorded by video camera.
doi_str_mv 10.1002/stc.2957
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Microvibration of stay cable is captured by video camera, and the amplitude is amplified using phase‐based video motion magnification method. From the sequences of cable images, spatial displacements of the cable are extracted via discretized centroid searching method. Modal parameters of the cable, namely, natural frequency, damping ratio, and mode shape, are identified by dynamic mode decomposition method from cable displacement responses. Furthermore, tension of the stay cable is estimated based on the identified natural frequencies by minimizing an error function of an approximate relationship between frequency and tension iteratively. The technique is verified in the laboratory‐scale experiments and implemented to full‐scale measurement of medium size and long‐span cable‐stayed bridges. To compare the accuracy and efficacy of the vision‐based method, noncontact vibration measurement using laser Doppler vibrometer was also conducted. The results demonstrate that the proposed vision‐based vibration measurement techniques can estimate modal parameters and tension of the stay cables accurately in a noncontact and distant measurement under ambient condition. The proposed method offers an alternative of effective and accurate vibration measurement of stay cables using only motion of the cables recorded by video camera.</description><identifier>ISSN: 1545-2255</identifier><identifier>EISSN: 1545-2263</identifier><identifier>DOI: 10.1002/stc.2957</identifier><language>eng</language><publisher>Pavia: Wiley Subscription Services, Inc</publisher><subject>cable tension estimation ; Cable-stayed bridges ; Cables ; Camcorders ; Cameras ; Centroids ; Damping ratio ; dynamic mode decomposition ; Error functions ; image processing ; Laser doppler vibrometers ; Measurement techniques ; Modal analysis ; motion magnification ; Parameters ; Resonant frequencies ; Tension ; Vibration ; Vibration measurement ; vision‐based vibration measurement</subject><ispartof>Structural control and health monitoring, 2022-07, Vol.29 (7), p.n/a</ispartof><rights>2022 John Wiley &amp; Sons, Ltd.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3937-a3619df220297ff78daaf48670c7c1055d728c8bf8615cff1a8a17b0477ca23e3</citedby><cites>FETCH-LOGICAL-c3937-a3619df220297ff78daaf48670c7c1055d728c8bf8615cff1a8a17b0477ca23e3</cites><orcidid>0000-0001-8993-3779 ; 0000-0003-2267-0673</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fstc.2957$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fstc.2957$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,778,782,1414,27907,27908,45557,45558</link.rule.ids></links><search><creatorcontrib>Wangchuk, Samten</creatorcontrib><creatorcontrib>Siringoringo, Dionysius M.</creatorcontrib><creatorcontrib>Fujino, Yozo</creatorcontrib><title>Modal analysis and tension estimation of stay cables using noncontact vision‐based motion magnification method</title><title>Structural control and health monitoring</title><description>Summary This paper describes a study on modal analysis and tension estimation of stay cables by vision‐based measurement under ambient condition. Microvibration of stay cable is captured by video camera, and the amplitude is amplified using phase‐based video motion magnification method. From the sequences of cable images, spatial displacements of the cable are extracted via discretized centroid searching method. Modal parameters of the cable, namely, natural frequency, damping ratio, and mode shape, are identified by dynamic mode decomposition method from cable displacement responses. Furthermore, tension of the stay cable is estimated based on the identified natural frequencies by minimizing an error function of an approximate relationship between frequency and tension iteratively. The technique is verified in the laboratory‐scale experiments and implemented to full‐scale measurement of medium size and long‐span cable‐stayed bridges. To compare the accuracy and efficacy of the vision‐based method, noncontact vibration measurement using laser Doppler vibrometer was also conducted. 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The proposed method offers an alternative of effective and accurate vibration measurement of stay cables using only motion of the cables recorded by video camera.</description><subject>cable tension estimation</subject><subject>Cable-stayed bridges</subject><subject>Cables</subject><subject>Camcorders</subject><subject>Cameras</subject><subject>Centroids</subject><subject>Damping ratio</subject><subject>dynamic mode decomposition</subject><subject>Error functions</subject><subject>image processing</subject><subject>Laser doppler vibrometers</subject><subject>Measurement techniques</subject><subject>Modal analysis</subject><subject>motion magnification</subject><subject>Parameters</subject><subject>Resonant frequencies</subject><subject>Tension</subject><subject>Vibration</subject><subject>Vibration measurement</subject><subject>vision‐based vibration measurement</subject><issn>1545-2255</issn><issn>1545-2263</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNp1kL1OwzAcxC0EEqUg8QiWWFhSbCeOkxFVfElFDJTZ-sexi6skLrELysYj8Iw8CW6D2Jjuht-ddIfQOSUzSgi78kHNWMnFAZpQnvGEsTw9_POcH6MT79eRzFnBJ2jz6GpoMHTQDN76aGocdOet67D2wbYQdtYZ7AMMWEHVaI-33nYr3LlOuS6ACvjd7hLfn18VeF3j1u1TLaw6a6waO1odXl19io4MNF6f_eoUvdzeLOf3yeLp7mF-vUhUWqYigTSnZW0YI6wUxoiiBjBZkQuihKKE81qwQhWVKXLKlTEUCqCiIpkQCliq0ym6GHs3vXvbxily7bZ9nOklywXLcpFSGqnLkVK9877XRm76uLkfJCVy96eMf8rdnxFNRvTDNnr4l5PPy_me_wGUz3mo</recordid><startdate>202207</startdate><enddate>202207</enddate><creator>Wangchuk, Samten</creator><creator>Siringoringo, Dionysius M.</creator><creator>Fujino, Yozo</creator><general>Wiley Subscription Services, Inc</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7ST</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>KR7</scope><scope>SOI</scope><orcidid>https://orcid.org/0000-0001-8993-3779</orcidid><orcidid>https://orcid.org/0000-0003-2267-0673</orcidid></search><sort><creationdate>202207</creationdate><title>Modal analysis and tension estimation of stay cables using noncontact vision‐based motion magnification method</title><author>Wangchuk, Samten ; Siringoringo, Dionysius M. ; Fujino, Yozo</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3937-a3619df220297ff78daaf48670c7c1055d728c8bf8615cff1a8a17b0477ca23e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>cable tension estimation</topic><topic>Cable-stayed bridges</topic><topic>Cables</topic><topic>Camcorders</topic><topic>Cameras</topic><topic>Centroids</topic><topic>Damping ratio</topic><topic>dynamic mode decomposition</topic><topic>Error functions</topic><topic>image processing</topic><topic>Laser doppler vibrometers</topic><topic>Measurement techniques</topic><topic>Modal analysis</topic><topic>motion magnification</topic><topic>Parameters</topic><topic>Resonant frequencies</topic><topic>Tension</topic><topic>Vibration</topic><topic>Vibration measurement</topic><topic>vision‐based vibration measurement</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Wangchuk, Samten</creatorcontrib><creatorcontrib>Siringoringo, Dionysius M.</creatorcontrib><creatorcontrib>Fujino, Yozo</creatorcontrib><collection>CrossRef</collection><collection>Environment Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>Civil Engineering Abstracts</collection><collection>Environment Abstracts</collection><jtitle>Structural control and health monitoring</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wangchuk, Samten</au><au>Siringoringo, Dionysius M.</au><au>Fujino, Yozo</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Modal analysis and tension estimation of stay cables using noncontact vision‐based motion magnification method</atitle><jtitle>Structural control and health monitoring</jtitle><date>2022-07</date><risdate>2022</risdate><volume>29</volume><issue>7</issue><epage>n/a</epage><issn>1545-2255</issn><eissn>1545-2263</eissn><abstract>Summary This paper describes a study on modal analysis and tension estimation of stay cables by vision‐based measurement under ambient condition. Microvibration of stay cable is captured by video camera, and the amplitude is amplified using phase‐based video motion magnification method. From the sequences of cable images, spatial displacements of the cable are extracted via discretized centroid searching method. Modal parameters of the cable, namely, natural frequency, damping ratio, and mode shape, are identified by dynamic mode decomposition method from cable displacement responses. Furthermore, tension of the stay cable is estimated based on the identified natural frequencies by minimizing an error function of an approximate relationship between frequency and tension iteratively. The technique is verified in the laboratory‐scale experiments and implemented to full‐scale measurement of medium size and long‐span cable‐stayed bridges. To compare the accuracy and efficacy of the vision‐based method, noncontact vibration measurement using laser Doppler vibrometer was also conducted. The results demonstrate that the proposed vision‐based vibration measurement techniques can estimate modal parameters and tension of the stay cables accurately in a noncontact and distant measurement under ambient condition. The proposed method offers an alternative of effective and accurate vibration measurement of stay cables using only motion of the cables recorded by video camera.</abstract><cop>Pavia</cop><pub>Wiley Subscription Services, Inc</pub><doi>10.1002/stc.2957</doi><tpages>25</tpages><orcidid>https://orcid.org/0000-0001-8993-3779</orcidid><orcidid>https://orcid.org/0000-0003-2267-0673</orcidid><oa>free_for_read</oa></addata></record>
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subjects cable tension estimation
Cable-stayed bridges
Cables
Camcorders
Cameras
Centroids
Damping ratio
dynamic mode decomposition
Error functions
image processing
Laser doppler vibrometers
Measurement techniques
Modal analysis
motion magnification
Parameters
Resonant frequencies
Tension
Vibration
Vibration measurement
vision‐based vibration measurement
title Modal analysis and tension estimation of stay cables using noncontact vision‐based motion magnification method
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