Material characterization of thin planar structures using full-field harmonic vibration response measured with stroboscopic holography
•We propose a non-modal vibration-based method for material characterization.•The method is developed for estimating the elasticity of thin planar structures.•Our method works based on single frequency harmonic vibration data of whole domain.•The method is robust to noise typical in holography measu...
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Veröffentlicht in: | International journal of mechanical sciences 2021-05, Vol.198, p.106390, Article 106390 |
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creator | Ebrahimian, Arash Tang, Haimi Furlong, Cosme Cheng, Jeffrey Tao Maftoon, Nima |
description | •We propose a non-modal vibration-based method for material characterization.•The method is developed for estimating the elasticity of thin planar structures.•Our method works based on single frequency harmonic vibration data of whole domain.•The method is robust to noise typical in holography measurements of soft tissue.•Sensitivity of the method to uncertainties and measurement artefacts was studied.
We propose a novel material characterization method to estimate the Young's modulus of thin 2-D structures using non-modal noisy single frequency harmonic vibration data measured with holography. The method uses finite-difference discretization to apply the plate equation to all measured pixels inside the boundary of the vibrating structure and then treats the problem as a Bayesian optimization process to find the value of the Young's modulus by minimizing the Euclidian distance between the measured displacement field and repeatedly calculated displacement field using the plate equation. In order to assess the accuracy of the method, ground truth harmonic displacement magnitude fields of different plates were obtained using analytical solutions and the finite-element method and were used to estimate the Young's moduli. We applied Gaussian and non-Gaussian noise with different intensities to assess the robustness and accuracy of the proposed material characterization method in the presence of noise. We demonstrated that for multiple benchmarks for signal to noise ratio of down to 0 dB, our proposed method had errors of less than 5%. We also quantified the effects of uncertainties in the geometrical and material parameters as well as boundary conditions on the estimated Young's modulus. Furthermore, we studied the effects of the mesh size on the runtime and applied the method to experimental holography vibration measurement data of a copper plate.
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doi_str_mv | 10.1016/j.ijmecsci.2021.106390 |
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We propose a novel material characterization method to estimate the Young's modulus of thin 2-D structures using non-modal noisy single frequency harmonic vibration data measured with holography. The method uses finite-difference discretization to apply the plate equation to all measured pixels inside the boundary of the vibrating structure and then treats the problem as a Bayesian optimization process to find the value of the Young's modulus by minimizing the Euclidian distance between the measured displacement field and repeatedly calculated displacement field using the plate equation. In order to assess the accuracy of the method, ground truth harmonic displacement magnitude fields of different plates were obtained using analytical solutions and the finite-element method and were used to estimate the Young's moduli. We applied Gaussian and non-Gaussian noise with different intensities to assess the robustness and accuracy of the proposed material characterization method in the presence of noise. We demonstrated that for multiple benchmarks for signal to noise ratio of down to 0 dB, our proposed method had errors of less than 5%. We also quantified the effects of uncertainties in the geometrical and material parameters as well as boundary conditions on the estimated Young's modulus. Furthermore, we studied the effects of the mesh size on the runtime and applied the method to experimental holography vibration measurement data of a copper plate.
[Display omitted]</description><identifier>ISSN: 0020-7403</identifier><identifier>EISSN: 1879-2162</identifier><identifier>DOI: 10.1016/j.ijmecsci.2021.106390</identifier><identifier>PMID: 34565830</identifier><language>eng</language><publisher>England: Elsevier Ltd</publisher><subject>Harmonic response ; Holography vibrometry ; Material characterization ; Non-modal vibration ; Thin plate vibrations</subject><ispartof>International journal of mechanical sciences, 2021-05, Vol.198, p.106390, Article 106390</ispartof><rights>2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c471t-281c7f76f05e63701f2961a8cea0a789bad768bd2b735175cea59bea608096783</citedby><cites>FETCH-LOGICAL-c471t-281c7f76f05e63701f2961a8cea0a789bad768bd2b735175cea59bea608096783</cites><orcidid>0000-0003-3674-7301 ; 0000-0003-0853-996X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0020740321001259$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>230,314,776,780,881,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34565830$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Ebrahimian, Arash</creatorcontrib><creatorcontrib>Tang, Haimi</creatorcontrib><creatorcontrib>Furlong, Cosme</creatorcontrib><creatorcontrib>Cheng, Jeffrey Tao</creatorcontrib><creatorcontrib>Maftoon, Nima</creatorcontrib><title>Material characterization of thin planar structures using full-field harmonic vibration response measured with stroboscopic holography</title><title>International journal of mechanical sciences</title><addtitle>Int J Mech Sci</addtitle><description>•We propose a non-modal vibration-based method for material characterization.•The method is developed for estimating the elasticity of thin planar structures.•Our method works based on single frequency harmonic vibration data of whole domain.•The method is robust to noise typical in holography measurements of soft tissue.•Sensitivity of the method to uncertainties and measurement artefacts was studied.
We propose a novel material characterization method to estimate the Young's modulus of thin 2-D structures using non-modal noisy single frequency harmonic vibration data measured with holography. The method uses finite-difference discretization to apply the plate equation to all measured pixels inside the boundary of the vibrating structure and then treats the problem as a Bayesian optimization process to find the value of the Young's modulus by minimizing the Euclidian distance between the measured displacement field and repeatedly calculated displacement field using the plate equation. In order to assess the accuracy of the method, ground truth harmonic displacement magnitude fields of different plates were obtained using analytical solutions and the finite-element method and were used to estimate the Young's moduli. We applied Gaussian and non-Gaussian noise with different intensities to assess the robustness and accuracy of the proposed material characterization method in the presence of noise. We demonstrated that for multiple benchmarks for signal to noise ratio of down to 0 dB, our proposed method had errors of less than 5%. We also quantified the effects of uncertainties in the geometrical and material parameters as well as boundary conditions on the estimated Young's modulus. Furthermore, we studied the effects of the mesh size on the runtime and applied the method to experimental holography vibration measurement data of a copper plate.
[Display omitted]</description><subject>Harmonic response</subject><subject>Holography vibrometry</subject><subject>Material characterization</subject><subject>Non-modal vibration</subject><subject>Thin plate vibrations</subject><issn>0020-7403</issn><issn>1879-2162</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNqFkc9u1DAQxi0EokvhFSofuWQZ24mdXBCo4p9UxAXOluNMNl4lcbCdrcoD8Nx4lbaCEyfLM7_vm9F8hFwx2DNg8s1x744T2mjdngNnuShFA0_IjtWqKTiT_CnZAXAoVAnigryI8QjAFFTiObkQZSWrWsCO_P5qEgZnRmoHE4w9f36Z5PxMfU_T4Ga6jGY2gcYUVpvWgJGu0c0H2q_jWPQOx45m6eRnZ-nJtWFTZ27xc0Q6oYlZ1dFbl4azi299tH7J9OBHfwhmGe5ekme9GSO-un8vyY-PH75ffy5uvn36cv3-prClYqngNbOqV7KHCqVQwHreSGZqiwaMqpvWdErWbcdbJSqmqlyvmhaNhBoaqWpxSd5uvsvaTthZnFMwo16Cm0y40944_W9ndoM--JOuy0pB2WSD1_cGwf9cMSY9uWhxzDdCv0bNKyUbllcRGZUbaoOPMWD_OIaBPoeoj_ohRH0OUW8hZuHV30s-yh5Sy8C7DcB8qpPDoLMFzhY7F9Am3Xn3vxl_APUKto4</recordid><startdate>20210515</startdate><enddate>20210515</enddate><creator>Ebrahimian, Arash</creator><creator>Tang, Haimi</creator><creator>Furlong, Cosme</creator><creator>Cheng, Jeffrey Tao</creator><creator>Maftoon, Nima</creator><general>Elsevier Ltd</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0003-3674-7301</orcidid><orcidid>https://orcid.org/0000-0003-0853-996X</orcidid></search><sort><creationdate>20210515</creationdate><title>Material characterization of thin planar structures using full-field harmonic vibration response measured with stroboscopic holography</title><author>Ebrahimian, Arash ; Tang, Haimi ; Furlong, Cosme ; Cheng, Jeffrey Tao ; Maftoon, Nima</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c471t-281c7f76f05e63701f2961a8cea0a789bad768bd2b735175cea59bea608096783</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Harmonic response</topic><topic>Holography vibrometry</topic><topic>Material characterization</topic><topic>Non-modal vibration</topic><topic>Thin plate vibrations</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ebrahimian, Arash</creatorcontrib><creatorcontrib>Tang, Haimi</creatorcontrib><creatorcontrib>Furlong, Cosme</creatorcontrib><creatorcontrib>Cheng, Jeffrey Tao</creatorcontrib><creatorcontrib>Maftoon, Nima</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>International journal of mechanical sciences</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ebrahimian, Arash</au><au>Tang, Haimi</au><au>Furlong, Cosme</au><au>Cheng, Jeffrey Tao</au><au>Maftoon, Nima</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Material characterization of thin planar structures using full-field harmonic vibration response measured with stroboscopic holography</atitle><jtitle>International journal of mechanical sciences</jtitle><addtitle>Int J Mech Sci</addtitle><date>2021-05-15</date><risdate>2021</risdate><volume>198</volume><spage>106390</spage><pages>106390-</pages><artnum>106390</artnum><issn>0020-7403</issn><eissn>1879-2162</eissn><abstract>•We propose a non-modal vibration-based method for material characterization.•The method is developed for estimating the elasticity of thin planar structures.•Our method works based on single frequency harmonic vibration data of whole domain.•The method is robust to noise typical in holography measurements of soft tissue.•Sensitivity of the method to uncertainties and measurement artefacts was studied.
We propose a novel material characterization method to estimate the Young's modulus of thin 2-D structures using non-modal noisy single frequency harmonic vibration data measured with holography. The method uses finite-difference discretization to apply the plate equation to all measured pixels inside the boundary of the vibrating structure and then treats the problem as a Bayesian optimization process to find the value of the Young's modulus by minimizing the Euclidian distance between the measured displacement field and repeatedly calculated displacement field using the plate equation. In order to assess the accuracy of the method, ground truth harmonic displacement magnitude fields of different plates were obtained using analytical solutions and the finite-element method and were used to estimate the Young's moduli. We applied Gaussian and non-Gaussian noise with different intensities to assess the robustness and accuracy of the proposed material characterization method in the presence of noise. We demonstrated that for multiple benchmarks for signal to noise ratio of down to 0 dB, our proposed method had errors of less than 5%. We also quantified the effects of uncertainties in the geometrical and material parameters as well as boundary conditions on the estimated Young's modulus. Furthermore, we studied the effects of the mesh size on the runtime and applied the method to experimental holography vibration measurement data of a copper plate.
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subjects | Harmonic response Holography vibrometry Material characterization Non-modal vibration Thin plate vibrations |
title | Material characterization of thin planar structures using full-field harmonic vibration response measured with stroboscopic holography |
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