Part-to-part variability assessment of material properties for flat thin orthotropic rectangular panels using Chladni patterns
•Inverse approach based on the Chladni setup is used for manufacturing variability assessment.•An optimization procedure is used to improve the estimate of the material properties.•The GR&R of the results are assessed, and the limitations of the approach are discussed.•Proposed procedure is adeq...
Gespeichert in:
Veröffentlicht in: | Mechanical systems and signal processing 2020-05, Vol.139, p.106559, Article 106559 |
---|---|
Hauptverfasser: | , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | |
---|---|
container_issue | |
container_start_page | 106559 |
container_title | Mechanical systems and signal processing |
container_volume | 139 |
creator | Igea, Felipe Cicirello, Alice |
description | •Inverse approach based on the Chladni setup is used for manufacturing variability assessment.•An optimization procedure is used to improve the estimate of the material properties.•The GR&R of the results are assessed, and the limitations of the approach are discussed.•Proposed procedure is adequate to measure the variability of the elastic constants of flat thin orthotropic rectangular panels.
The material properties of orthotropic panels may be affected by the manufacturing variability because of the production processes used. This manufacturing variability can considerably modify the dynamic performance of these panels and consequently the one of the built-up structures. Therefore, it is important to quantify the material manufacturing variability across a batch of manufactured panels for quality control purposes and for the improvement of models of the built-up structure. Standard testing methods which are appropriate for testing a single component cannot be readily used for assessing material manufacturing variability. A simple yet effective inverse procedure based on the Chladni patterns is proposed to assess the material manufacturing variability of flat thin orthotropic rectangular panels. A detailed derivation of the equations needed for establishing the elastic constants of the panels is presented and used for the initial estimates of the materials properties. Moreover, an enhanced mathematical model is used to improve the initial estimate of the material properties using an iterative optimization procedure. A simple and relatively inexpensive setup is used. The repeatability and reproducibility of the results obtained with the Chladni setup are compared to the part-to-part variability results to assess the acceptability of the system to measure variability in the elastic constants of flat thin orthotropic rectangular panels. The Chladni setup is used to investigate three sets of nominal identical batches of thin panels: plywood, aluminium and FR4. It is shown that the Chladni setup is adequate to measure all four elastic constants for the three studied materials. Limitations, and quantification of the errors associated with the experiments and mathematical models are discussed. It is found that the accuracy of the results obtained can be improved by training the operator performing the experiment. |
doi_str_mv | 10.1016/j.ymssp.2019.106559 |
format | Article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_2427544038</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S0888327019307800</els_id><sourcerecordid>2427544038</sourcerecordid><originalsourceid>FETCH-LOGICAL-c331t-fe4ea318d183b665bcde716733ce63438f49ba853c3a47def72b4910145f44023</originalsourceid><addsrcrecordid>eNp9kD9v2zAQxYmiBeo6_QRZCHSWS4oUJQ0dCqNJCwRIhmQmKOpo05BJhUcF8JLPHjrunOmAd-_dnx8h15xtOOPq52FzOiLOm5rxviiqafpPZMVZrypec_WZrFjXdZWoW_aVfEM8MMZ6ydSKvD6YlKscq7lU-mKSN4OffD5RgwiIRwiZRkePJkPpTXROcYaUPSB1MVE3mUzz3gcaU97HXLre0gQ2m7BbJpPobAJMSBf0YUe3-8mMwRcxl3kBr8gXZyaE7__rmjzd_Hnc_q3u7m__bX_fVVYInisHEozg3cg7MSjVDHaElqtWCAtKSNE52Q-ma4QVRrYjuLYeZF_QyMZJyWqxJj8uc8v5zwtg1oe4pFBW6lrWbVNMoisucXHZFBETOD0nfzTppDnTZ9D6oN9B6zNofQFdUr8uqfImvHhIGq2HYGH0Zw56jP7D_BtCAYrk</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2427544038</pqid></control><display><type>article</type><title>Part-to-part variability assessment of material properties for flat thin orthotropic rectangular panels using Chladni patterns</title><source>Elsevier ScienceDirect Journals</source><creator>Igea, Felipe ; Cicirello, Alice</creator><creatorcontrib>Igea, Felipe ; Cicirello, Alice</creatorcontrib><description>•Inverse approach based on the Chladni setup is used for manufacturing variability assessment.•An optimization procedure is used to improve the estimate of the material properties.•The GR&R of the results are assessed, and the limitations of the approach are discussed.•Proposed procedure is adequate to measure the variability of the elastic constants of flat thin orthotropic rectangular panels.
The material properties of orthotropic panels may be affected by the manufacturing variability because of the production processes used. This manufacturing variability can considerably modify the dynamic performance of these panels and consequently the one of the built-up structures. Therefore, it is important to quantify the material manufacturing variability across a batch of manufactured panels for quality control purposes and for the improvement of models of the built-up structure. Standard testing methods which are appropriate for testing a single component cannot be readily used for assessing material manufacturing variability. A simple yet effective inverse procedure based on the Chladni patterns is proposed to assess the material manufacturing variability of flat thin orthotropic rectangular panels. A detailed derivation of the equations needed for establishing the elastic constants of the panels is presented and used for the initial estimates of the materials properties. Moreover, an enhanced mathematical model is used to improve the initial estimate of the material properties using an iterative optimization procedure. A simple and relatively inexpensive setup is used. The repeatability and reproducibility of the results obtained with the Chladni setup are compared to the part-to-part variability results to assess the acceptability of the system to measure variability in the elastic constants of flat thin orthotropic rectangular panels. The Chladni setup is used to investigate three sets of nominal identical batches of thin panels: plywood, aluminium and FR4. It is shown that the Chladni setup is adequate to measure all four elastic constants for the three studied materials. Limitations, and quantification of the errors associated with the experiments and mathematical models are discussed. It is found that the accuracy of the results obtained can be improved by training the operator performing the experiment.</description><identifier>ISSN: 0888-3270</identifier><identifier>EISSN: 1096-1216</identifier><identifier>DOI: 10.1016/j.ymssp.2019.106559</identifier><language>eng</language><publisher>Berlin: Elsevier Ltd</publisher><subject>Aluminum ; Chladni patterns ; Constants ; Elastic limit ; Elastic properties ; Inverse methods for material characterization ; Iterative methods ; Manufacturing ; Manufacturing variability ; Material properties ; Mathematical analysis ; Optimization ; Orthotropic panels ; Part-to-part variability ; Plywood ; Quality control ; Rectangular panels ; Reproducibility</subject><ispartof>Mechanical systems and signal processing, 2020-05, Vol.139, p.106559, Article 106559</ispartof><rights>2020 Elsevier Ltd</rights><rights>Copyright Elsevier BV May 2020</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c331t-fe4ea318d183b665bcde716733ce63438f49ba853c3a47def72b4910145f44023</citedby><cites>FETCH-LOGICAL-c331t-fe4ea318d183b665bcde716733ce63438f49ba853c3a47def72b4910145f44023</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0888327019307800$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3536,27903,27904,65309</link.rule.ids></links><search><creatorcontrib>Igea, Felipe</creatorcontrib><creatorcontrib>Cicirello, Alice</creatorcontrib><title>Part-to-part variability assessment of material properties for flat thin orthotropic rectangular panels using Chladni patterns</title><title>Mechanical systems and signal processing</title><description>•Inverse approach based on the Chladni setup is used for manufacturing variability assessment.•An optimization procedure is used to improve the estimate of the material properties.•The GR&R of the results are assessed, and the limitations of the approach are discussed.•Proposed procedure is adequate to measure the variability of the elastic constants of flat thin orthotropic rectangular panels.
The material properties of orthotropic panels may be affected by the manufacturing variability because of the production processes used. This manufacturing variability can considerably modify the dynamic performance of these panels and consequently the one of the built-up structures. Therefore, it is important to quantify the material manufacturing variability across a batch of manufactured panels for quality control purposes and for the improvement of models of the built-up structure. Standard testing methods which are appropriate for testing a single component cannot be readily used for assessing material manufacturing variability. A simple yet effective inverse procedure based on the Chladni patterns is proposed to assess the material manufacturing variability of flat thin orthotropic rectangular panels. A detailed derivation of the equations needed for establishing the elastic constants of the panels is presented and used for the initial estimates of the materials properties. Moreover, an enhanced mathematical model is used to improve the initial estimate of the material properties using an iterative optimization procedure. A simple and relatively inexpensive setup is used. The repeatability and reproducibility of the results obtained with the Chladni setup are compared to the part-to-part variability results to assess the acceptability of the system to measure variability in the elastic constants of flat thin orthotropic rectangular panels. The Chladni setup is used to investigate three sets of nominal identical batches of thin panels: plywood, aluminium and FR4. It is shown that the Chladni setup is adequate to measure all four elastic constants for the three studied materials. Limitations, and quantification of the errors associated with the experiments and mathematical models are discussed. It is found that the accuracy of the results obtained can be improved by training the operator performing the experiment.</description><subject>Aluminum</subject><subject>Chladni patterns</subject><subject>Constants</subject><subject>Elastic limit</subject><subject>Elastic properties</subject><subject>Inverse methods for material characterization</subject><subject>Iterative methods</subject><subject>Manufacturing</subject><subject>Manufacturing variability</subject><subject>Material properties</subject><subject>Mathematical analysis</subject><subject>Optimization</subject><subject>Orthotropic panels</subject><subject>Part-to-part variability</subject><subject>Plywood</subject><subject>Quality control</subject><subject>Rectangular panels</subject><subject>Reproducibility</subject><issn>0888-3270</issn><issn>1096-1216</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNp9kD9v2zAQxYmiBeo6_QRZCHSWS4oUJQ0dCqNJCwRIhmQmKOpo05BJhUcF8JLPHjrunOmAd-_dnx8h15xtOOPq52FzOiLOm5rxviiqafpPZMVZrypec_WZrFjXdZWoW_aVfEM8MMZ6ydSKvD6YlKscq7lU-mKSN4OffD5RgwiIRwiZRkePJkPpTXROcYaUPSB1MVE3mUzz3gcaU97HXLre0gQ2m7BbJpPobAJMSBf0YUe3-8mMwRcxl3kBr8gXZyaE7__rmjzd_Hnc_q3u7m__bX_fVVYInisHEozg3cg7MSjVDHaElqtWCAtKSNE52Q-ma4QVRrYjuLYeZF_QyMZJyWqxJj8uc8v5zwtg1oe4pFBW6lrWbVNMoisucXHZFBETOD0nfzTppDnTZ9D6oN9B6zNofQFdUr8uqfImvHhIGq2HYGH0Zw56jP7D_BtCAYrk</recordid><startdate>202005</startdate><enddate>202005</enddate><creator>Igea, Felipe</creator><creator>Cicirello, Alice</creator><general>Elsevier Ltd</general><general>Elsevier BV</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>7SP</scope><scope>8FD</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope></search><sort><creationdate>202005</creationdate><title>Part-to-part variability assessment of material properties for flat thin orthotropic rectangular panels using Chladni patterns</title><author>Igea, Felipe ; Cicirello, Alice</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c331t-fe4ea318d183b665bcde716733ce63438f49ba853c3a47def72b4910145f44023</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Aluminum</topic><topic>Chladni patterns</topic><topic>Constants</topic><topic>Elastic limit</topic><topic>Elastic properties</topic><topic>Inverse methods for material characterization</topic><topic>Iterative methods</topic><topic>Manufacturing</topic><topic>Manufacturing variability</topic><topic>Material properties</topic><topic>Mathematical analysis</topic><topic>Optimization</topic><topic>Orthotropic panels</topic><topic>Part-to-part variability</topic><topic>Plywood</topic><topic>Quality control</topic><topic>Rectangular panels</topic><topic>Reproducibility</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Igea, Felipe</creatorcontrib><creatorcontrib>Cicirello, Alice</creatorcontrib><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Electronics & Communications Abstracts</collection><collection>Technology Research Database</collection><collection>ProQuest Computer Science Collection</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>Mechanical systems and signal processing</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Igea, Felipe</au><au>Cicirello, Alice</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Part-to-part variability assessment of material properties for flat thin orthotropic rectangular panels using Chladni patterns</atitle><jtitle>Mechanical systems and signal processing</jtitle><date>2020-05</date><risdate>2020</risdate><volume>139</volume><spage>106559</spage><pages>106559-</pages><artnum>106559</artnum><issn>0888-3270</issn><eissn>1096-1216</eissn><abstract>•Inverse approach based on the Chladni setup is used for manufacturing variability assessment.•An optimization procedure is used to improve the estimate of the material properties.•The GR&R of the results are assessed, and the limitations of the approach are discussed.•Proposed procedure is adequate to measure the variability of the elastic constants of flat thin orthotropic rectangular panels.
The material properties of orthotropic panels may be affected by the manufacturing variability because of the production processes used. This manufacturing variability can considerably modify the dynamic performance of these panels and consequently the one of the built-up structures. Therefore, it is important to quantify the material manufacturing variability across a batch of manufactured panels for quality control purposes and for the improvement of models of the built-up structure. Standard testing methods which are appropriate for testing a single component cannot be readily used for assessing material manufacturing variability. A simple yet effective inverse procedure based on the Chladni patterns is proposed to assess the material manufacturing variability of flat thin orthotropic rectangular panels. A detailed derivation of the equations needed for establishing the elastic constants of the panels is presented and used for the initial estimates of the materials properties. Moreover, an enhanced mathematical model is used to improve the initial estimate of the material properties using an iterative optimization procedure. A simple and relatively inexpensive setup is used. The repeatability and reproducibility of the results obtained with the Chladni setup are compared to the part-to-part variability results to assess the acceptability of the system to measure variability in the elastic constants of flat thin orthotropic rectangular panels. The Chladni setup is used to investigate three sets of nominal identical batches of thin panels: plywood, aluminium and FR4. It is shown that the Chladni setup is adequate to measure all four elastic constants for the three studied materials. Limitations, and quantification of the errors associated with the experiments and mathematical models are discussed. It is found that the accuracy of the results obtained can be improved by training the operator performing the experiment.</abstract><cop>Berlin</cop><pub>Elsevier Ltd</pub><doi>10.1016/j.ymssp.2019.106559</doi></addata></record> |
fulltext | fulltext |
identifier | ISSN: 0888-3270 |
ispartof | Mechanical systems and signal processing, 2020-05, Vol.139, p.106559, Article 106559 |
issn | 0888-3270 1096-1216 |
language | eng |
recordid | cdi_proquest_journals_2427544038 |
source | Elsevier ScienceDirect Journals |
subjects | Aluminum Chladni patterns Constants Elastic limit Elastic properties Inverse methods for material characterization Iterative methods Manufacturing Manufacturing variability Material properties Mathematical analysis Optimization Orthotropic panels Part-to-part variability Plywood Quality control Rectangular panels Reproducibility |
title | Part-to-part variability assessment of material properties for flat thin orthotropic rectangular panels using Chladni patterns |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-25T03%3A32%3A18IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Part-to-part%20variability%20assessment%20of%20material%20properties%20for%20flat%20thin%20orthotropic%20rectangular%20panels%20using%20Chladni%20patterns&rft.jtitle=Mechanical%20systems%20and%20signal%20processing&rft.au=Igea,%20Felipe&rft.date=2020-05&rft.volume=139&rft.spage=106559&rft.pages=106559-&rft.artnum=106559&rft.issn=0888-3270&rft.eissn=1096-1216&rft_id=info:doi/10.1016/j.ymssp.2019.106559&rft_dat=%3Cproquest_cross%3E2427544038%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2427544038&rft_id=info:pmid/&rft_els_id=S0888327019307800&rfr_iscdi=true |