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A scalable fiber bundle pullout manufacturing method for data-driven interfacial shear strength measurements of micro and nanomaterials
Adhesive and surface treatment technologies are crucial for the structural integrity of the composite parts. The interfacial shear strength (IFSS) reflects the load transfer efficiency between reinforcement and matrix. However, no current test can be performed quickly with statistically significant...
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Published in: | Composites science and technology 2022-05, Vol.222, p.109375, Article 109375 |
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creator | De Leon, Ana Tank, Mehul Sweat, Rebekah |
description | Adhesive and surface treatment technologies are crucial for the structural integrity of the composite parts. The interfacial shear strength (IFSS) reflects the load transfer efficiency between reinforcement and matrix. However, no current test can be performed quickly with statistically significant replications. As a solution, this paper presents a horizontal mold and geometry matched testing fixture for manufacturing samples for the pullout test in large quantity batches. The open-face mold design can accommodate matrices with a wide range of viscosity and solves the problem of testing nanomaterial and micromaterial bundle interfaces using the same pattern. The effectiveness of sample manufacturing made of carbon nanotube (CNT) yarns and IM7 carbon fiber (CF) with three different polymer matrices was demonstrated in this work. The IFSS of each sample were recorded using a conventional tensile machine, and their surface morphology was evaluated with SEM images. Analysis of Variance (ANOVA) and Tukey's pairwise comparison tests demonstrated a significant difference in IFSS means when changing matrices on CNT yarn specimens but no statistically significant difference on IM7-CF specimens for the three matrices in this study. This mold is expected to help researchers obtain faster results and study matrices that have not been thoroughly tested.
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doi_str_mv | 10.1016/j.compscitech.2022.109375 |
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[Display omitted]</description><identifier>ISSN: 0266-3538</identifier><identifier>EISSN: 1879-1050</identifier><identifier>DOI: 10.1016/j.compscitech.2022.109375</identifier><language>eng</language><publisher>Barking: Elsevier Ltd</publisher><subject>Carbon fiber reinforced plastics ; Carbon fibers ; Carbon nanotubes ; Composite materials ; Interfacial shear strength ; Interfacial strength ; Load transfer ; Manufacturing ; Molds ; Nanomaterials ; Polymer-matrix composites (PMCs) ; Production methods ; Pull out tests ; Shear strength ; Statistical methods ; Statistics ; Structural integrity ; Surface treatment ; Variance analysis ; Yarns</subject><ispartof>Composites science and technology, 2022-05, Vol.222, p.109375, Article 109375</ispartof><rights>2022 Elsevier Ltd</rights><rights>Copyright Elsevier BV May 3, 2022</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c349t-572e621cea7afdd1e51233d60664bb96f05d09e0d9803703746b89a3e34df0733</citedby><cites>FETCH-LOGICAL-c349t-572e621cea7afdd1e51233d60664bb96f05d09e0d9803703746b89a3e34df0733</cites><orcidid>0000-0002-7754-9611 ; 0000-0003-0847-7412</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27923,27924</link.rule.ids></links><search><creatorcontrib>De Leon, Ana</creatorcontrib><creatorcontrib>Tank, Mehul</creatorcontrib><creatorcontrib>Sweat, Rebekah</creatorcontrib><title>A scalable fiber bundle pullout manufacturing method for data-driven interfacial shear strength measurements of micro and nanomaterials</title><title>Composites science and technology</title><description>Adhesive and surface treatment technologies are crucial for the structural integrity of the composite parts. The interfacial shear strength (IFSS) reflects the load transfer efficiency between reinforcement and matrix. However, no current test can be performed quickly with statistically significant replications. As a solution, this paper presents a horizontal mold and geometry matched testing fixture for manufacturing samples for the pullout test in large quantity batches. The open-face mold design can accommodate matrices with a wide range of viscosity and solves the problem of testing nanomaterial and micromaterial bundle interfaces using the same pattern. The effectiveness of sample manufacturing made of carbon nanotube (CNT) yarns and IM7 carbon fiber (CF) with three different polymer matrices was demonstrated in this work. The IFSS of each sample were recorded using a conventional tensile machine, and their surface morphology was evaluated with SEM images. Analysis of Variance (ANOVA) and Tukey's pairwise comparison tests demonstrated a significant difference in IFSS means when changing matrices on CNT yarn specimens but no statistically significant difference on IM7-CF specimens for the three matrices in this study. This mold is expected to help researchers obtain faster results and study matrices that have not been thoroughly tested.
[Display omitted]</description><subject>Carbon fiber reinforced plastics</subject><subject>Carbon fibers</subject><subject>Carbon nanotubes</subject><subject>Composite materials</subject><subject>Interfacial shear strength</subject><subject>Interfacial strength</subject><subject>Load transfer</subject><subject>Manufacturing</subject><subject>Molds</subject><subject>Nanomaterials</subject><subject>Polymer-matrix composites (PMCs)</subject><subject>Production methods</subject><subject>Pull out tests</subject><subject>Shear strength</subject><subject>Statistical methods</subject><subject>Statistics</subject><subject>Structural integrity</subject><subject>Surface treatment</subject><subject>Variance analysis</subject><subject>Yarns</subject><issn>0266-3538</issn><issn>1879-1050</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNqNkMFqJCEQhiUksJNk38GQc8-WbbfdHsOwu1kI5JKcxdYy49CtE7UD-wT72jFMDnsMCIXF_5XWR8gNgy0DJn4ctiYux2x8QbPfttC2tS_50J-RDRsH2TDo4ZxsoBWi4T0fv5HLnA8AMPSy3ZB_dzQbPetpRur8hIlOa7D1clznOa6FLjqsTpuyJh9e6IJlHy11MVGri25s8m8YqA8FU015PdO8R51oLgnDS9lXQuc14YKhZBodXbxJkepgadAhLrqClcrX5MLVgt8_6xV5_vXzaXffPDz-_rO7e2gM72Rp-qFF0TKDetDOWoY9azm3AoTopkkKB70FiWDlCHyopxPTKDVH3lkHA-dX5PY095ji64q5qENcU6hPqmqog2Fko6wpeUrVv-ac0Klj8otOfxUD9eFdHdR_3tWHd3XyXtndicW6xpvHpGoKg0HrE5qibPRfmPIObK2UtQ</recordid><startdate>20220503</startdate><enddate>20220503</enddate><creator>De Leon, Ana</creator><creator>Tank, Mehul</creator><creator>Sweat, Rebekah</creator><general>Elsevier Ltd</general><general>Elsevier BV</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SR</scope><scope>8FD</scope><scope>JG9</scope><orcidid>https://orcid.org/0000-0002-7754-9611</orcidid><orcidid>https://orcid.org/0000-0003-0847-7412</orcidid></search><sort><creationdate>20220503</creationdate><title>A scalable fiber bundle pullout manufacturing method for data-driven interfacial shear strength measurements of micro and nanomaterials</title><author>De Leon, Ana ; Tank, Mehul ; Sweat, Rebekah</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c349t-572e621cea7afdd1e51233d60664bb96f05d09e0d9803703746b89a3e34df0733</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Carbon fiber reinforced plastics</topic><topic>Carbon fibers</topic><topic>Carbon nanotubes</topic><topic>Composite materials</topic><topic>Interfacial shear strength</topic><topic>Interfacial strength</topic><topic>Load transfer</topic><topic>Manufacturing</topic><topic>Molds</topic><topic>Nanomaterials</topic><topic>Polymer-matrix composites (PMCs)</topic><topic>Production methods</topic><topic>Pull out tests</topic><topic>Shear strength</topic><topic>Statistical methods</topic><topic>Statistics</topic><topic>Structural integrity</topic><topic>Surface treatment</topic><topic>Variance analysis</topic><topic>Yarns</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>De Leon, Ana</creatorcontrib><creatorcontrib>Tank, Mehul</creatorcontrib><creatorcontrib>Sweat, Rebekah</creatorcontrib><collection>CrossRef</collection><collection>Engineered Materials Abstracts</collection><collection>Technology Research Database</collection><collection>Materials Research Database</collection><jtitle>Composites science and technology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>De Leon, Ana</au><au>Tank, Mehul</au><au>Sweat, Rebekah</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A scalable fiber bundle pullout manufacturing method for data-driven interfacial shear strength measurements of micro and nanomaterials</atitle><jtitle>Composites science and technology</jtitle><date>2022-05-03</date><risdate>2022</risdate><volume>222</volume><spage>109375</spage><pages>109375-</pages><artnum>109375</artnum><issn>0266-3538</issn><eissn>1879-1050</eissn><abstract>Adhesive and surface treatment technologies are crucial for the structural integrity of the composite parts. The interfacial shear strength (IFSS) reflects the load transfer efficiency between reinforcement and matrix. However, no current test can be performed quickly with statistically significant replications. As a solution, this paper presents a horizontal mold and geometry matched testing fixture for manufacturing samples for the pullout test in large quantity batches. The open-face mold design can accommodate matrices with a wide range of viscosity and solves the problem of testing nanomaterial and micromaterial bundle interfaces using the same pattern. The effectiveness of sample manufacturing made of carbon nanotube (CNT) yarns and IM7 carbon fiber (CF) with three different polymer matrices was demonstrated in this work. The IFSS of each sample were recorded using a conventional tensile machine, and their surface morphology was evaluated with SEM images. Analysis of Variance (ANOVA) and Tukey's pairwise comparison tests demonstrated a significant difference in IFSS means when changing matrices on CNT yarn specimens but no statistically significant difference on IM7-CF specimens for the three matrices in this study. This mold is expected to help researchers obtain faster results and study matrices that have not been thoroughly tested.
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subjects | Carbon fiber reinforced plastics Carbon fibers Carbon nanotubes Composite materials Interfacial shear strength Interfacial strength Load transfer Manufacturing Molds Nanomaterials Polymer-matrix composites (PMCs) Production methods Pull out tests Shear strength Statistical methods Statistics Structural integrity Surface treatment Variance analysis Yarns |
title | A scalable fiber bundle pullout manufacturing method for data-driven interfacial shear strength measurements of micro and nanomaterials |
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