Bayesian parameter identification of orthotropic composite materials using Lamb waves dispersion curves measurement
This paper deals with the problem of elastic constant identification in thin plates made of orthotropic composite materials. The approach is based on the analysis of Lamb wave propagation and the related dispersion curves to find the underlying material elastic constants. In the proposed implementat...
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| Veröffentlicht in: | Journal of vibration and control 2017-09, Vol.23 (16), p.2656-2671 |
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| container_end_page | 2671 |
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| container_issue | 16 |
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| container_title | Journal of vibration and control |
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| creator | Gallina, Alberto Ambrozinski, Lukasz Packo, Pawel Pieczonka, Lukasz Uhl, Tadeusz Staszewski, Wieslaw J |
| description | This paper deals with the problem of elastic constant identification in thin plates made of orthotropic composite materials. The approach is based on the analysis of Lamb wave propagation and the related dispersion curves to find the underlying material elastic constants. In the proposed implementation a scanning laser Doppler vibrometer is used to measure Lamb wave dispersion curves. The Local Interaction Simulation Approach is used simultaneously to find a solution to a high-frequency wave propagation problem. The experimental and simulated data are combined in a Bayesian framework for parameter identification which is robust in condition of parameter, modeling and measurement uncertainty. The results are discussed and compared with the results from a deterministic optimization. |
| doi_str_mv | 10.1177/1077546315619264 |
| format | Article |
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The approach is based on the analysis of Lamb wave propagation and the related dispersion curves to find the underlying material elastic constants. In the proposed implementation a scanning laser Doppler vibrometer is used to measure Lamb wave dispersion curves. The Local Interaction Simulation Approach is used simultaneously to find a solution to a high-frequency wave propagation problem. The experimental and simulated data are combined in a Bayesian framework for parameter identification which is robust in condition of parameter, modeling and measurement uncertainty. The results are discussed and compared with the results from a deterministic optimization.</description><identifier>ISSN: 1077-5463</identifier><identifier>EISSN: 1741-2986</identifier><identifier>DOI: 10.1177/1077546315619264</identifier><language>eng</language><publisher>London, England: SAGE Publications</publisher><subject>Bayesian analysis ; Composite materials ; Computer simulation ; Elastic properties ; Lamb waves ; Optimization ; Parameter identification ; Propagation ; Thin plates ; Wave dispersion ; Wave propagation</subject><ispartof>Journal of vibration and control, 2017-09, Vol.23 (16), p.2656-2671</ispartof><rights>The Author(s) 2015</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c375t-85bb2298ed1ebe046a3f5f4ecbe1f3cafe66856cdc97716e04e31f7d8ab50d223</citedby><cites>FETCH-LOGICAL-c375t-85bb2298ed1ebe046a3f5f4ecbe1f3cafe66856cdc97716e04e31f7d8ab50d223</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://journals.sagepub.com/doi/pdf/10.1177/1077546315619264$$EPDF$$P50$$Gsage$$H</linktopdf><linktohtml>$$Uhttps://journals.sagepub.com/doi/10.1177/1077546315619264$$EHTML$$P50$$Gsage$$H</linktohtml><link.rule.ids>314,780,784,21819,27924,27925,43621,43622</link.rule.ids></links><search><creatorcontrib>Gallina, Alberto</creatorcontrib><creatorcontrib>Ambrozinski, Lukasz</creatorcontrib><creatorcontrib>Packo, Pawel</creatorcontrib><creatorcontrib>Pieczonka, Lukasz</creatorcontrib><creatorcontrib>Uhl, Tadeusz</creatorcontrib><creatorcontrib>Staszewski, Wieslaw J</creatorcontrib><title>Bayesian parameter identification of orthotropic composite materials using Lamb waves dispersion curves measurement</title><title>Journal of vibration and control</title><description>This paper deals with the problem of elastic constant identification in thin plates made of orthotropic composite materials. 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The results are discussed and compared with the results from a deterministic optimization.</description><subject>Bayesian analysis</subject><subject>Composite materials</subject><subject>Computer simulation</subject><subject>Elastic properties</subject><subject>Lamb waves</subject><subject>Optimization</subject><subject>Parameter identification</subject><subject>Propagation</subject><subject>Thin plates</subject><subject>Wave dispersion</subject><subject>Wave propagation</subject><issn>1077-5463</issn><issn>1741-2986</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><recordid>eNp1kM1LxDAQxYMouK7ePQY8V5OmSdqjLn7Bghc9l2k6WbPYpiap4n9vlvUggqcZ5v3em2EIOefsknOtrzjTWlZKcKl4U6rqgCy4rnhRNrU6zH2Wi51-TE5i3DLGqoqzBYk38IXRwUgnCDBgwkBdj2Ny1hlIzo_UW-pDevUp-MkZavww-egS0gEy7eAt0jm6cUPXMHT0Ez4w0t7FCUPc2c0cdpMBIc4Bhxx9So5sduHZT12Sl7vb59VDsX66f1xdrwsjtExFLbuuzOdjz7FDVikQVtoKTYfcCgMWlaqlMr1ptOYqEyi41X0NnWR9WYoludjnTsG_zxhTu_VzGPPKljeiEXUtZJMptqdM8DEGtO0U3ADhq-Ws3b22_fvabCn2lggb_BX6H_8NNJF8Rg</recordid><startdate>20170901</startdate><enddate>20170901</enddate><creator>Gallina, Alberto</creator><creator>Ambrozinski, Lukasz</creator><creator>Packo, Pawel</creator><creator>Pieczonka, Lukasz</creator><creator>Uhl, Tadeusz</creator><creator>Staszewski, Wieslaw J</creator><general>SAGE Publications</general><general>SAGE PUBLICATIONS, INC</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>7SP</scope><scope>7TB</scope><scope>8FD</scope><scope>FR3</scope><scope>JQ2</scope><scope>KR7</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope></search><sort><creationdate>20170901</creationdate><title>Bayesian parameter identification of orthotropic composite materials using Lamb waves dispersion curves measurement</title><author>Gallina, Alberto ; Ambrozinski, Lukasz ; Packo, Pawel ; Pieczonka, Lukasz ; Uhl, Tadeusz ; Staszewski, Wieslaw J</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c375t-85bb2298ed1ebe046a3f5f4ecbe1f3cafe66856cdc97716e04e31f7d8ab50d223</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Bayesian analysis</topic><topic>Composite materials</topic><topic>Computer simulation</topic><topic>Elastic properties</topic><topic>Lamb waves</topic><topic>Optimization</topic><topic>Parameter identification</topic><topic>Propagation</topic><topic>Thin plates</topic><topic>Wave dispersion</topic><topic>Wave propagation</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Gallina, Alberto</creatorcontrib><creatorcontrib>Ambrozinski, Lukasz</creatorcontrib><creatorcontrib>Packo, Pawel</creatorcontrib><creatorcontrib>Pieczonka, Lukasz</creatorcontrib><creatorcontrib>Uhl, Tadeusz</creatorcontrib><creatorcontrib>Staszewski, Wieslaw J</creatorcontrib><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Electronics & Communications Abstracts</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><jtitle>Journal of vibration and control</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Gallina, Alberto</au><au>Ambrozinski, Lukasz</au><au>Packo, Pawel</au><au>Pieczonka, Lukasz</au><au>Uhl, Tadeusz</au><au>Staszewski, Wieslaw J</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Bayesian parameter identification of orthotropic composite materials using Lamb waves dispersion curves measurement</atitle><jtitle>Journal of vibration and control</jtitle><date>2017-09-01</date><risdate>2017</risdate><volume>23</volume><issue>16</issue><spage>2656</spage><epage>2671</epage><pages>2656-2671</pages><issn>1077-5463</issn><eissn>1741-2986</eissn><abstract>This paper deals with the problem of elastic constant identification in thin plates made of orthotropic composite materials. 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| subjects | Bayesian analysis Composite materials Computer simulation Elastic properties Lamb waves Optimization Parameter identification Propagation Thin plates Wave dispersion Wave propagation |
| title | Bayesian parameter identification of orthotropic composite materials using Lamb waves dispersion curves measurement |
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