Optimization of process parameters in fused filament fabrication (FFF) utilizing poly lactic acid (PLA)
This research was to find an optimum parameter in Fused Deposition Modelling, FDM. They are various type of printing parameter in 3D printing. The parameter that was focused on in this research are orientation, print head and layer thickness while other parameters will be fixed. This parameter was e...
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description | This research was to find an optimum parameter in Fused Deposition Modelling, FDM. They are various type of printing parameter in 3D printing. The parameter that was focused on in this research are orientation, print head and layer thickness while other parameters will be fixed. This parameter was evaluated the mechanical properties of the printed parts. The mechanical properties will be performed on the specimen are tensile test and 3 point-bending tests. The data were analyzed using Taguchi's Method with orthogonal array of 9 level and Analysis of Variance, ANOVA. The highest of ultimate tensile strength was 34 MPa where the parameter were 34.592 MPa. The highest of flexural strength was 95.542 MPa. The optimum parameter for the tensile test was 25-degree of orientation, 0.4 mm of print head and 0.2 for layer thickness. The optimum parameter for 3-point-bending test was 0-degree of orientation, 0.4 mm of print head and 0.15 mm of layer thickness. This parameter did the mechanical test again for the validation test. The average ultimate tensile strength value for 25-degree of orientation, 0.4 mm of print head and 0.2 for layer thickness was 30.558 MPa. While the average of flexural strength for 0-degree of orientation, 0.4 mm of print head and 0.15 mm of layer thickness was 95.557 MPa. |
doi_str_mv | 10.1088/1757-899X/670/1/012060 |
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They are various type of printing parameter in 3D printing. The parameter that was focused on in this research are orientation, print head and layer thickness while other parameters will be fixed. This parameter was evaluated the mechanical properties of the printed parts. The mechanical properties will be performed on the specimen are tensile test and 3 point-bending tests. The data were analyzed using Taguchi's Method with orthogonal array of 9 level and Analysis of Variance, ANOVA. The highest of ultimate tensile strength was 34 MPa where the parameter were 34.592 MPa. The highest of flexural strength was 95.542 MPa. The optimum parameter for the tensile test was 25-degree of orientation, 0.4 mm of print head and 0.2 for layer thickness. The optimum parameter for 3-point-bending test was 0-degree of orientation, 0.4 mm of print head and 0.15 mm of layer thickness. This parameter did the mechanical test again for the validation test. The average ultimate tensile strength value for 25-degree of orientation, 0.4 mm of print head and 0.2 for layer thickness was 30.558 MPa. While the average of flexural strength for 0-degree of orientation, 0.4 mm of print head and 0.15 mm of layer thickness was 95.557 MPa.</description><identifier>ISSN: 1757-8981</identifier><identifier>EISSN: 1757-899X</identifier><identifier>DOI: 10.1088/1757-899X/670/1/012060</identifier><language>eng</language><publisher>Bristol: IOP Publishing</publisher><subject>Bend tests ; Flexural strength ; Fused deposition modeling ; Lactic acid ; Mechanical properties ; Mechanical tests ; Modulus of rupture in bending ; Optimization ; Orientation ; Orthogonal arrays ; Printers (data processing) ; Process parameters ; Rapid prototyping ; Taguchi methods ; Tensile strength ; Tensile tests ; Thickness ; Three dimensional printing ; Ultimate tensile strength ; Variance analysis</subject><ispartof>IOP conference series. Materials Science and Engineering, 2019-11, Vol.670 (1), p.12060</ispartof><rights>Published under licence by IOP Publishing Ltd</rights><rights>2019. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c470t-a6c69e42b5befd8616c0fb8a5e86807998963378c7c4400623a31de5a83e76303</citedby><cites>FETCH-LOGICAL-c470t-a6c69e42b5befd8616c0fb8a5e86807998963378c7c4400623a31de5a83e76303</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://iopscience.iop.org/article/10.1088/1757-899X/670/1/012060/pdf$$EPDF$$P50$$Giop$$Hfree_for_read</linktopdf><link.rule.ids>314,776,780,27903,27904,38847,38869,53818,53845</link.rule.ids></links><search><creatorcontrib>Zakaria, H</creatorcontrib><creatorcontrib>Khan, S F</creatorcontrib><creatorcontrib>Zulkafli, M I</creatorcontrib><title>Optimization of process parameters in fused filament fabrication (FFF) utilizing poly lactic acid (PLA)</title><title>IOP conference series. Materials Science and Engineering</title><addtitle>IOP Conf. Ser.: Mater. Sci. Eng</addtitle><description>This research was to find an optimum parameter in Fused Deposition Modelling, FDM. They are various type of printing parameter in 3D printing. The parameter that was focused on in this research are orientation, print head and layer thickness while other parameters will be fixed. This parameter was evaluated the mechanical properties of the printed parts. The mechanical properties will be performed on the specimen are tensile test and 3 point-bending tests. The data were analyzed using Taguchi's Method with orthogonal array of 9 level and Analysis of Variance, ANOVA. The highest of ultimate tensile strength was 34 MPa where the parameter were 34.592 MPa. The highest of flexural strength was 95.542 MPa. The optimum parameter for the tensile test was 25-degree of orientation, 0.4 mm of print head and 0.2 for layer thickness. The optimum parameter for 3-point-bending test was 0-degree of orientation, 0.4 mm of print head and 0.15 mm of layer thickness. This parameter did the mechanical test again for the validation test. The average ultimate tensile strength value for 25-degree of orientation, 0.4 mm of print head and 0.2 for layer thickness was 30.558 MPa. While the average of flexural strength for 0-degree of orientation, 0.4 mm of print head and 0.15 mm of layer thickness was 95.557 MPa.</description><subject>Bend tests</subject><subject>Flexural strength</subject><subject>Fused deposition modeling</subject><subject>Lactic acid</subject><subject>Mechanical properties</subject><subject>Mechanical tests</subject><subject>Modulus of rupture in bending</subject><subject>Optimization</subject><subject>Orientation</subject><subject>Orthogonal arrays</subject><subject>Printers (data processing)</subject><subject>Process parameters</subject><subject>Rapid prototyping</subject><subject>Taguchi methods</subject><subject>Tensile strength</subject><subject>Tensile tests</subject><subject>Thickness</subject><subject>Three dimensional printing</subject><subject>Ultimate tensile strength</subject><subject>Variance analysis</subject><issn>1757-8981</issn><issn>1757-899X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>O3W</sourceid><sourceid>BENPR</sourceid><recordid>eNqFkEFLwzAUx4MoOKdfQQJetkNd0rRJehxjVWEyQQVvIU2TkdG1NUkP26e3ozIRBE95JP_fe3k_AG4xuseI8xlmKYt4ln3MKEMzPEM4RhSdgdHp4fxUc3wJrrzfIkRZkqAR2KzbYHf2IINtatgY2LpGae9hK53c6aCdh7aGpvO6hMZW_V0doJGFs2pgJnmeT2EXbGUPtt7Atqn2sJIqWAWlsiWcvKzm02twYWTl9c33OQbv-fJt8Rit1g9Pi_kqUglDIZJU0UwncZEW2pScYqqQKbhMNaccsSzjGSWEccVU_31EYyIJLnUqOdGMEkTG4G7o2-_x2WkfxLbpXN2PFHFKcYKzLEn7FB1SyjXeO21E6-xOur3ASByliqMvcXQneqkCi0FqD8YDaJv2p_O_0OQP6Pl1-Ssm2tKQL6eshac</recordid><startdate>20191101</startdate><enddate>20191101</enddate><creator>Zakaria, H</creator><creator>Khan, S F</creator><creator>Zulkafli, M I</creator><general>IOP Publishing</general><scope>O3W</scope><scope>TSCCA</scope><scope>AAYXX</scope><scope>CITATION</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>KB.</scope><scope>L6V</scope><scope>M7S</scope><scope>PDBOC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope></search><sort><creationdate>20191101</creationdate><title>Optimization of process parameters in fused filament fabrication (FFF) utilizing poly lactic acid (PLA)</title><author>Zakaria, H ; Khan, S F ; Zulkafli, M I</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c470t-a6c69e42b5befd8616c0fb8a5e86807998963378c7c4400623a31de5a83e76303</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Bend tests</topic><topic>Flexural strength</topic><topic>Fused deposition modeling</topic><topic>Lactic acid</topic><topic>Mechanical properties</topic><topic>Mechanical tests</topic><topic>Modulus of rupture in bending</topic><topic>Optimization</topic><topic>Orientation</topic><topic>Orthogonal arrays</topic><topic>Printers (data processing)</topic><topic>Process parameters</topic><topic>Rapid prototyping</topic><topic>Taguchi methods</topic><topic>Tensile strength</topic><topic>Tensile tests</topic><topic>Thickness</topic><topic>Three dimensional printing</topic><topic>Ultimate tensile strength</topic><topic>Variance analysis</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zakaria, H</creatorcontrib><creatorcontrib>Khan, S F</creatorcontrib><creatorcontrib>Zulkafli, M I</creatorcontrib><collection>IOP Publishing Free Content</collection><collection>IOPscience (Open Access)</collection><collection>CrossRef</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Materials Science Collection</collection><collection>ProQuest Central Korea</collection><collection>SciTech Premium Collection</collection><collection>Materials Science Database</collection><collection>ProQuest Engineering Collection</collection><collection>Engineering Database</collection><collection>Materials Science Collection</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Engineering Collection</collection><jtitle>IOP conference series. Materials Science and Engineering</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zakaria, H</au><au>Khan, S F</au><au>Zulkafli, M I</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Optimization of process parameters in fused filament fabrication (FFF) utilizing poly lactic acid (PLA)</atitle><jtitle>IOP conference series. Materials Science and Engineering</jtitle><addtitle>IOP Conf. Ser.: Mater. Sci. Eng</addtitle><date>2019-11-01</date><risdate>2019</risdate><volume>670</volume><issue>1</issue><spage>12060</spage><pages>12060-</pages><issn>1757-8981</issn><eissn>1757-899X</eissn><abstract>This research was to find an optimum parameter in Fused Deposition Modelling, FDM. They are various type of printing parameter in 3D printing. The parameter that was focused on in this research are orientation, print head and layer thickness while other parameters will be fixed. This parameter was evaluated the mechanical properties of the printed parts. The mechanical properties will be performed on the specimen are tensile test and 3 point-bending tests. The data were analyzed using Taguchi's Method with orthogonal array of 9 level and Analysis of Variance, ANOVA. The highest of ultimate tensile strength was 34 MPa where the parameter were 34.592 MPa. The highest of flexural strength was 95.542 MPa. The optimum parameter for the tensile test was 25-degree of orientation, 0.4 mm of print head and 0.2 for layer thickness. The optimum parameter for 3-point-bending test was 0-degree of orientation, 0.4 mm of print head and 0.15 mm of layer thickness. This parameter did the mechanical test again for the validation test. The average ultimate tensile strength value for 25-degree of orientation, 0.4 mm of print head and 0.2 for layer thickness was 30.558 MPa. While the average of flexural strength for 0-degree of orientation, 0.4 mm of print head and 0.15 mm of layer thickness was 95.557 MPa.</abstract><cop>Bristol</cop><pub>IOP Publishing</pub><doi>10.1088/1757-899X/670/1/012060</doi><tpages>5</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Bend tests Flexural strength Fused deposition modeling Lactic acid Mechanical properties Mechanical tests Modulus of rupture in bending Optimization Orientation Orthogonal arrays Printers (data processing) Process parameters Rapid prototyping Taguchi methods Tensile strength Tensile tests Thickness Three dimensional printing Ultimate tensile strength Variance analysis |
title | Optimization of process parameters in fused filament fabrication (FFF) utilizing poly lactic acid (PLA) |
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