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Fiber Orientation Quantification for Large Area Additively Manufactured Parts Using SEM Imaging
Polymer-based additively manufactured parts are increasing in popularity for industrial applications due to their ease of manufacturing and design form freedom, but their structural and thermal performances are often limited to those of the base polymer system. These limitations can be mitigated by...
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Published in: | Polymers 2023-06, Vol.15 (13), p.2871 |
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description | Polymer-based additively manufactured parts are increasing in popularity for industrial applications due to their ease of manufacturing and design form freedom, but their structural and thermal performances are often limited to those of the base polymer system. These limitations can be mitigated by the addition of carbon fiber reinforcements to the polymer matrix, which enhances both the structural performance and the dimensional stability during cooling. The local fiber orientation within the processed beads directly impacts the mechanical and thermal performances, and correlating the orientation to processing parameter variations would lead to better part quality. This study presents a novel approach for analyzing the spatially varying fiber orientation through the use of scanning electron microscopy (SEM). This paper presents the sample preparation procedure including SEM image acquisition and analysis methods to quantify the internal fiber orientation of additively manufactured carbon fiber-reinforced composites. Large area additively manufactured beads with 13% by weight large aspect ratio carbon fiber-reinforced acrylonitrile butadiene styrene (ABS) pellets are the feedstock used in this study. Fiber orientation is quantified using the method of ellipses (MoE), and the spatial change in fiber orientation across the deposited bead cross-section is studied as a function of process parameters including extrusion speed, raster height, and extrusion temperature zones. The results in the present paper show the results from the novel use of SEM to obtain the local fiber orientation, and results show the variation in alignment within the individual processed bead as well as an overall aligned orientation state along the direction of deposition. |
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These limitations can be mitigated by the addition of carbon fiber reinforcements to the polymer matrix, which enhances both the structural performance and the dimensional stability during cooling. The local fiber orientation within the processed beads directly impacts the mechanical and thermal performances, and correlating the orientation to processing parameter variations would lead to better part quality. This study presents a novel approach for analyzing the spatially varying fiber orientation through the use of scanning electron microscopy (SEM). This paper presents the sample preparation procedure including SEM image acquisition and analysis methods to quantify the internal fiber orientation of additively manufactured carbon fiber-reinforced composites. Large area additively manufactured beads with 13% by weight large aspect ratio carbon fiber-reinforced acrylonitrile butadiene styrene (ABS) pellets are the feedstock used in this study. Fiber orientation is quantified using the method of ellipses (MoE), and the spatial change in fiber orientation across the deposited bead cross-section is studied as a function of process parameters including extrusion speed, raster height, and extrusion temperature zones. 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Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). 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These limitations can be mitigated by the addition of carbon fiber reinforcements to the polymer matrix, which enhances both the structural performance and the dimensional stability during cooling. The local fiber orientation within the processed beads directly impacts the mechanical and thermal performances, and correlating the orientation to processing parameter variations would lead to better part quality. This study presents a novel approach for analyzing the spatially varying fiber orientation through the use of scanning electron microscopy (SEM). This paper presents the sample preparation procedure including SEM image acquisition and analysis methods to quantify the internal fiber orientation of additively manufactured carbon fiber-reinforced composites. Large area additively manufactured beads with 13% by weight large aspect ratio carbon fiber-reinforced acrylonitrile butadiene styrene (ABS) pellets are the feedstock used in this study. Fiber orientation is quantified using the method of ellipses (MoE), and the spatial change in fiber orientation across the deposited bead cross-section is studied as a function of process parameters including extrusion speed, raster height, and extrusion temperature zones. The results in the present paper show the results from the novel use of SEM to obtain the local fiber orientation, and results show the variation in alignment within the individual processed bead as well as an overall aligned orientation state along the direction of deposition.</description><subject>ABS resins</subject><subject>Acrylonitrile</subject><subject>Acrylonitrile butadiene styrene</subject><subject>Additive manufacturing</subject><subject>Aspect ratio</subject><subject>Beads</subject><subject>Butadiene</subject><subject>Carbon fiber reinforced plastics</subject><subject>Carbon fibers</subject><subject>Dimensional stability</subject><subject>Extrusion rate</subject><subject>Fiber composites</subject><subject>Fiber orientation</subject><subject>Fiber reinforced polymers</subject><subject>Fiber reinforcement</subject><subject>Image acquisition</subject><subject>Industrial applications</subject><subject>Polymer blends</subject><subject>Polymer industry</subject><subject>Polymers</subject><subject>Process parameters</subject><subject>Scanning electron microscopy</subject><subject>Technology application</subject><subject>Tensile strength</subject><issn>2073-4360</issn><issn>2073-4360</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><recordid>eNpdkU1P3DAQhiPUChDlyBVZ6qWXUH87e6pWCFqkRbRqOVsTZ5IaJfbWTpD239doKYLaB8_Yz7zjV1NVZ4xeCLGin7dx3E1MMcEbww6qY06NqKXQ9N2r-Kg6zfmBliWV1swcVkfCSGkU08eVvfYtJnKXPIYZZh8D-bFAmH3v3T7tYyIbSAOSdUIg667zs3_EcUduISw9uHlJ2JHvkOZM7rMPA_l5dUtuJhhK_KF638OY8fT5PKnur69-XX6rN3dfby7Xm9pJpeZaoKKKN70R3DVGKq5bBMOphL7TFFqBAmkLarWS3MmO8xb1SnPtOuZAghAn1Ze97nZpJ-xccZNgtNvkJ0g7G8Hbty_B_7ZDfLSMCqlL26Lw6VkhxT8L5tlOPjscRwgYl2x5IxoulTC6oB__Qx_ikkLx90RpyYsiLdTFnhpgROtDH0tjV3aHk3cxYO_L_dqoRjbMNKYU1PsCl2LOCfuX7zNqn-Zt38y78OevPb_Q_6Yr_gJwDaaa</recordid><startdate>20230629</startdate><enddate>20230629</enddate><creator>Nargis, Rifat Ara</creator><creator>Jack, David Abram</creator><general>MDPI AG</general><general>MDPI</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SR</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>HCIFZ</scope><scope>JG9</scope><scope>KB.</scope><scope>PDBOC</scope><scope>PHGZM</scope><scope>PHGZT</scope><scope>PIMPY</scope><scope>PKEHL</scope><scope>PQEST</scope><scope>PQGLB</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0001-7199-0556</orcidid></search><sort><creationdate>20230629</creationdate><title>Fiber Orientation Quantification for Large Area Additively Manufactured Parts Using SEM Imaging</title><author>Nargis, Rifat Ara ; Jack, David Abram</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c455t-3e50528f732c874526bea7204afd60ab3e3e0ba59942c4d22be69626cd1ca4a33</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>ABS resins</topic><topic>Acrylonitrile</topic><topic>Acrylonitrile butadiene styrene</topic><topic>Additive manufacturing</topic><topic>Aspect ratio</topic><topic>Beads</topic><topic>Butadiene</topic><topic>Carbon fiber reinforced plastics</topic><topic>Carbon fibers</topic><topic>Dimensional stability</topic><topic>Extrusion rate</topic><topic>Fiber composites</topic><topic>Fiber orientation</topic><topic>Fiber reinforced polymers</topic><topic>Fiber reinforcement</topic><topic>Image acquisition</topic><topic>Industrial applications</topic><topic>Polymer blends</topic><topic>Polymer industry</topic><topic>Polymers</topic><topic>Process parameters</topic><topic>Scanning electron microscopy</topic><topic>Technology application</topic><topic>Tensile strength</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Nargis, Rifat Ara</creatorcontrib><creatorcontrib>Jack, David Abram</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>Engineered Materials Abstracts</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Technology Collection (ProQuest)</collection><collection>ProQuest One Community College</collection><collection>ProQuest Materials Science Collection</collection><collection>ProQuest Central</collection><collection>SciTech Premium Collection</collection><collection>Materials Research Database</collection><collection>https://resources.nclive.org/materials</collection><collection>Materials Science Collection</collection><collection>ProQuest Central (New)</collection><collection>ProQuest One Academic (New)</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Middle East (New)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Applied & Life Sciences</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Polymers</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Nargis, Rifat Ara</au><au>Jack, David Abram</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Fiber Orientation Quantification for Large Area Additively Manufactured Parts Using SEM Imaging</atitle><jtitle>Polymers</jtitle><addtitle>Polymers (Basel)</addtitle><date>2023-06-29</date><risdate>2023</risdate><volume>15</volume><issue>13</issue><spage>2871</spage><pages>2871-</pages><issn>2073-4360</issn><eissn>2073-4360</eissn><abstract>Polymer-based additively manufactured parts are increasing in popularity for industrial applications due to their ease of manufacturing and design form freedom, but their structural and thermal performances are often limited to those of the base polymer system. These limitations can be mitigated by the addition of carbon fiber reinforcements to the polymer matrix, which enhances both the structural performance and the dimensional stability during cooling. The local fiber orientation within the processed beads directly impacts the mechanical and thermal performances, and correlating the orientation to processing parameter variations would lead to better part quality. This study presents a novel approach for analyzing the spatially varying fiber orientation through the use of scanning electron microscopy (SEM). This paper presents the sample preparation procedure including SEM image acquisition and analysis methods to quantify the internal fiber orientation of additively manufactured carbon fiber-reinforced composites. Large area additively manufactured beads with 13% by weight large aspect ratio carbon fiber-reinforced acrylonitrile butadiene styrene (ABS) pellets are the feedstock used in this study. Fiber orientation is quantified using the method of ellipses (MoE), and the spatial change in fiber orientation across the deposited bead cross-section is studied as a function of process parameters including extrusion speed, raster height, and extrusion temperature zones. The results in the present paper show the results from the novel use of SEM to obtain the local fiber orientation, and results show the variation in alignment within the individual processed bead as well as an overall aligned orientation state along the direction of deposition.</abstract><cop>Switzerland</cop><pub>MDPI AG</pub><pmid>37447516</pmid><doi>10.3390/polym15132871</doi><orcidid>https://orcid.org/0000-0001-7199-0556</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | ABS resins Acrylonitrile Acrylonitrile butadiene styrene Additive manufacturing Aspect ratio Beads Butadiene Carbon fiber reinforced plastics Carbon fibers Dimensional stability Extrusion rate Fiber composites Fiber orientation Fiber reinforced polymers Fiber reinforcement Image acquisition Industrial applications Polymer blends Polymer industry Polymers Process parameters Scanning electron microscopy Technology application Tensile strength |
title | Fiber Orientation Quantification for Large Area Additively Manufactured Parts Using SEM Imaging |
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