Nondestructive evaluation of fused filament fabrication 3D printed structures using optical coherence tomography
Purpose The quality of components under fused filament fabrication (FFF) is related to the correct filament spacing and bonding of successively deposited layers and is evaluated mainly by scanning electron microscopy (SEM). However, it is a destructive technique and real-time evaluation is not possi...
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description | Purpose
The quality of components under fused filament fabrication (FFF) is related to the correct filament spacing and bonding of successively deposited layers and is evaluated mainly by scanning electron microscopy (SEM). However, it is a destructive technique and real-time evaluation is not possible. Optical coherence tomography (OCT), on the other hand, is an optical method that acquires cross-sectional images non-invasively and in real-time. Therefore, this paper aims to propose and validate the use of OCT as a non-destructive quality evaluation tool for FFF using Polylactic Acid (PLA) filaments.
Design/methodology/approach
PLA three-dimensional (3D) printed samples were made in a variety of nozzle temperatures and mesh spacing. These samples were fractured in liquid nitrogen and inspected using SEM (as a gold standard) to evaluate dimensions and morphology, then the samples were evaluated by OCT in the same area, allowing the results confrontation.
Findings
Our results indicate a good correlation between OCT and SEM for the dimensional assessment of layers. When the filament was extruded in lower temperatures, the OCT images presented sharply defined interfaces between layers, in contrary to higher nozzle temperatures, denoting better fusion between them. However, higher extruding temperatures are incurred in greater deviations from nominal dimensions of the mesh. Finally, we demonstrate the advantage of a full 3D tomographic reconstruction to inspect within a FFF sample, which enabled the inspection of “hidden” information, not visible on a single cross-sectional cut.
Originality/value
This paper proposes OCT as a novel and nondestructive evaluation tool for FFF. |
doi_str_mv | 10.1108/RPJ-12-2019-0314 |
format | Article |
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The quality of components under fused filament fabrication (FFF) is related to the correct filament spacing and bonding of successively deposited layers and is evaluated mainly by scanning electron microscopy (SEM). However, it is a destructive technique and real-time evaluation is not possible. Optical coherence tomography (OCT), on the other hand, is an optical method that acquires cross-sectional images non-invasively and in real-time. Therefore, this paper aims to propose and validate the use of OCT as a non-destructive quality evaluation tool for FFF using Polylactic Acid (PLA) filaments.
Design/methodology/approach
PLA three-dimensional (3D) printed samples were made in a variety of nozzle temperatures and mesh spacing. These samples were fractured in liquid nitrogen and inspected using SEM (as a gold standard) to evaluate dimensions and morphology, then the samples were evaluated by OCT in the same area, allowing the results confrontation.
Findings
Our results indicate a good correlation between OCT and SEM for the dimensional assessment of layers. When the filament was extruded in lower temperatures, the OCT images presented sharply defined interfaces between layers, in contrary to higher nozzle temperatures, denoting better fusion between them. However, higher extruding temperatures are incurred in greater deviations from nominal dimensions of the mesh. Finally, we demonstrate the advantage of a full 3D tomographic reconstruction to inspect within a FFF sample, which enabled the inspection of “hidden” information, not visible on a single cross-sectional cut.
Originality/value
This paper proposes OCT as a novel and nondestructive evaluation tool for FFF.</description><identifier>ISSN: 1355-2546</identifier><identifier>EISSN: 1758-7670</identifier><identifier>DOI: 10.1108/RPJ-12-2019-0314</identifier><language>eng</language><publisher>Bradford: Emerald Publishing Limited</publisher><subject>Cross-sections ; Destructive testing ; Extrusion ; Filaments ; Fractures ; Fused deposition modeling ; Image acquisition ; Image reconstruction ; Inspection ; Liquid nitrogen ; Morphology ; Nondestructive testing ; Nozzles ; Optical Coherence Tomography ; Polylactic acid ; Quality assessment ; Rapid prototyping ; Real time ; Roads & highways ; Scanning electron microscopy ; Software ; Three dimensional printing ; Tomography</subject><ispartof>Rapid prototyping journal, 2020-11, Vol.26 (10), p.1853-1860</ispartof><rights>Emerald Publishing Limited</rights><rights>Emerald Publishing Limited 2020</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c311t-ae459cc931a96a94b4ccc87bd505cb159a2cd96b076bd68c473f778179ecdc93</citedby><cites>FETCH-LOGICAL-c311t-ae459cc931a96a94b4ccc87bd505cb159a2cd96b076bd68c473f778179ecdc93</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.emerald.com/insight/content/doi/10.1108/RPJ-12-2019-0314/full/html$$EHTML$$P50$$Gemerald$$H</linktohtml><link.rule.ids>314,780,784,967,11635,21695,27924,27925,52689,53244</link.rule.ids></links><search><creatorcontrib>De Pretto, Lucas Ramos</creatorcontrib><creatorcontrib>Amaral, Marcello Magri</creatorcontrib><creatorcontrib>Freitas, Anderson Zanardi de</creatorcontrib><creatorcontrib>Raele, Marcus Paulo</creatorcontrib><title>Nondestructive evaluation of fused filament fabrication 3D printed structures using optical coherence tomography</title><title>Rapid prototyping journal</title><description>Purpose
The quality of components under fused filament fabrication (FFF) is related to the correct filament spacing and bonding of successively deposited layers and is evaluated mainly by scanning electron microscopy (SEM). However, it is a destructive technique and real-time evaluation is not possible. Optical coherence tomography (OCT), on the other hand, is an optical method that acquires cross-sectional images non-invasively and in real-time. Therefore, this paper aims to propose and validate the use of OCT as a non-destructive quality evaluation tool for FFF using Polylactic Acid (PLA) filaments.
Design/methodology/approach
PLA three-dimensional (3D) printed samples were made in a variety of nozzle temperatures and mesh spacing. These samples were fractured in liquid nitrogen and inspected using SEM (as a gold standard) to evaluate dimensions and morphology, then the samples were evaluated by OCT in the same area, allowing the results confrontation.
Findings
Our results indicate a good correlation between OCT and SEM for the dimensional assessment of layers. When the filament was extruded in lower temperatures, the OCT images presented sharply defined interfaces between layers, in contrary to higher nozzle temperatures, denoting better fusion between them. However, higher extruding temperatures are incurred in greater deviations from nominal dimensions of the mesh. Finally, we demonstrate the advantage of a full 3D tomographic reconstruction to inspect within a FFF sample, which enabled the inspection of “hidden” information, not visible on a single cross-sectional cut.
Originality/value
This paper proposes OCT as a novel and nondestructive evaluation tool for FFF.</description><subject>Cross-sections</subject><subject>Destructive testing</subject><subject>Extrusion</subject><subject>Filaments</subject><subject>Fractures</subject><subject>Fused deposition modeling</subject><subject>Image acquisition</subject><subject>Image reconstruction</subject><subject>Inspection</subject><subject>Liquid nitrogen</subject><subject>Morphology</subject><subject>Nondestructive testing</subject><subject>Nozzles</subject><subject>Optical Coherence Tomography</subject><subject>Polylactic acid</subject><subject>Quality assessment</subject><subject>Rapid prototyping</subject><subject>Real time</subject><subject>Roads & highways</subject><subject>Scanning electron microscopy</subject><subject>Software</subject><subject>Three dimensional printing</subject><subject>Tomography</subject><issn>1355-2546</issn><issn>1758-7670</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>AFKRA</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><recordid>eNptkc1LxDAQxYMouK7ePQY8x820SdMeZf1mUZG9hzRNd7u0TU1SYf97U-pF8DQD834zvDcIXQO9BaD56vPjlUBCEgoFoSmwE7QAwXMiMkFPY59yThLOsnN04f2BUkgYpws0vNm-Mj64UYfm22DzrdpRhcb22Na4Hr2pcN20qjN9wLUqXaPnaXqPB9f0Ic5nenTG49E3_Q7bIURZi7XdG2d6bXCwnd05NeyPl-isVq03V791ibaPD9v1M9m8P72s7zZEpwCBKMN4oXWRgioyVbCSaa1zUVaccl0CL1SiqyIrqcjKKss1E2ktRA6iMLqK2BLdzGsHZ7_GaFAe7Oj6eFEmLGOCAcsnFZ1V2lnvnall9NQpd5RA5RSrjLFKSOQUq5xijchqRkxnnGqr_4g_j0h_ALgne9o</recordid><startdate>20201128</startdate><enddate>20201128</enddate><creator>De Pretto, Lucas Ramos</creator><creator>Amaral, Marcello Magri</creator><creator>Freitas, Anderson Zanardi de</creator><creator>Raele, Marcus Paulo</creator><general>Emerald Publishing Limited</general><general>Emerald Group Publishing Limited</general><scope>AAYXX</scope><scope>CITATION</scope><scope>0U~</scope><scope>1-H</scope><scope>7TB</scope><scope>7WY</scope><scope>7WZ</scope><scope>7XB</scope><scope>8AO</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>ABJCF</scope><scope>AFKRA</scope><scope>BENPR</scope><scope>BEZIV</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>F~G</scope><scope>HCIFZ</scope><scope>K6~</scope><scope>L.-</scope><scope>L.0</scope><scope>L6V</scope><scope>M0C</scope><scope>M7S</scope><scope>PQBIZ</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PTHSS</scope><scope>Q9U</scope><scope>S0W</scope></search><sort><creationdate>20201128</creationdate><title>Nondestructive evaluation of fused filament fabrication 3D printed structures using optical coherence tomography</title><author>De Pretto, Lucas Ramos ; Amaral, Marcello Magri ; Freitas, Anderson Zanardi de ; Raele, Marcus Paulo</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c311t-ae459cc931a96a94b4ccc87bd505cb159a2cd96b076bd68c473f778179ecdc93</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Cross-sections</topic><topic>Destructive testing</topic><topic>Extrusion</topic><topic>Filaments</topic><topic>Fractures</topic><topic>Fused deposition modeling</topic><topic>Image acquisition</topic><topic>Image reconstruction</topic><topic>Inspection</topic><topic>Liquid nitrogen</topic><topic>Morphology</topic><topic>Nondestructive testing</topic><topic>Nozzles</topic><topic>Optical Coherence Tomography</topic><topic>Polylactic acid</topic><topic>Quality assessment</topic><topic>Rapid prototyping</topic><topic>Real time</topic><topic>Roads & highways</topic><topic>Scanning electron microscopy</topic><topic>Software</topic><topic>Three dimensional printing</topic><topic>Tomography</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>De Pretto, Lucas Ramos</creatorcontrib><creatorcontrib>Amaral, Marcello Magri</creatorcontrib><creatorcontrib>Freitas, Anderson Zanardi de</creatorcontrib><creatorcontrib>Raele, Marcus Paulo</creatorcontrib><collection>CrossRef</collection><collection>Global News & ABI/Inform Professional</collection><collection>Trade PRO</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>ProQuest_ABI/INFORM Collection</collection><collection>ABI/INFORM Global (PDF only)</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>ProQuest Pharma Collection</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 UK/Ireland</collection><collection>ProQuest Central</collection><collection>ProQuest Business Premium Collection</collection><collection>Technology Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>ABI/INFORM Global (Corporate)</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Business Collection</collection><collection>ABI/INFORM Professional Advanced</collection><collection>ABI/INFORM Professional Standard</collection><collection>ProQuest Engineering Collection</collection><collection>ABI/INFORM global</collection><collection>ProQuest Engineering Database</collection><collection>ProQuest One Business</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>Engineering collection</collection><collection>ProQuest Central Basic</collection><collection>DELNET Engineering & Technology Collection</collection><jtitle>Rapid prototyping journal</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>De Pretto, Lucas Ramos</au><au>Amaral, Marcello Magri</au><au>Freitas, Anderson Zanardi de</au><au>Raele, Marcus Paulo</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Nondestructive evaluation of fused filament fabrication 3D printed structures using optical coherence tomography</atitle><jtitle>Rapid prototyping journal</jtitle><date>2020-11-28</date><risdate>2020</risdate><volume>26</volume><issue>10</issue><spage>1853</spage><epage>1860</epage><pages>1853-1860</pages><issn>1355-2546</issn><eissn>1758-7670</eissn><abstract>Purpose
The quality of components under fused filament fabrication (FFF) is related to the correct filament spacing and bonding of successively deposited layers and is evaluated mainly by scanning electron microscopy (SEM). However, it is a destructive technique and real-time evaluation is not possible. Optical coherence tomography (OCT), on the other hand, is an optical method that acquires cross-sectional images non-invasively and in real-time. Therefore, this paper aims to propose and validate the use of OCT as a non-destructive quality evaluation tool for FFF using Polylactic Acid (PLA) filaments.
Design/methodology/approach
PLA three-dimensional (3D) printed samples were made in a variety of nozzle temperatures and mesh spacing. These samples were fractured in liquid nitrogen and inspected using SEM (as a gold standard) to evaluate dimensions and morphology, then the samples were evaluated by OCT in the same area, allowing the results confrontation.
Findings
Our results indicate a good correlation between OCT and SEM for the dimensional assessment of layers. When the filament was extruded in lower temperatures, the OCT images presented sharply defined interfaces between layers, in contrary to higher nozzle temperatures, denoting better fusion between them. However, higher extruding temperatures are incurred in greater deviations from nominal dimensions of the mesh. Finally, we demonstrate the advantage of a full 3D tomographic reconstruction to inspect within a FFF sample, which enabled the inspection of “hidden” information, not visible on a single cross-sectional cut.
Originality/value
This paper proposes OCT as a novel and nondestructive evaluation tool for FFF.</abstract><cop>Bradford</cop><pub>Emerald Publishing Limited</pub><doi>10.1108/RPJ-12-2019-0314</doi><tpages>8</tpages></addata></record> |
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subjects | Cross-sections Destructive testing Extrusion Filaments Fractures Fused deposition modeling Image acquisition Image reconstruction Inspection Liquid nitrogen Morphology Nondestructive testing Nozzles Optical Coherence Tomography Polylactic acid Quality assessment Rapid prototyping Real time Roads & highways Scanning electron microscopy Software Three dimensional printing Tomography |
title | Nondestructive evaluation of fused filament fabrication 3D printed structures using optical coherence tomography |
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