Mechanical and dimensional performance of poly(lactic acid) 3D‐printed parts using thin plate spline interpolation
In additive manufacturing, determining the correct deposition parameters is very important as this can affect the final properties of printed parts. Since there is no agreement on the optimal level of the different printing parameters in reported results, this work evaluated the influences of layer...
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| Veröffentlicht in: | Journal of applied polymer science 2020-10, Vol.137 (39), p.n/a, Article 49171 |
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| creator | Cardoso, Paulo Henrique Machado Teixeira, Bruna Nunes Calado, Verônica Maria de Araújo Oliveira, Márcia Gomes Mendonça, Tiago dos Santos Mendonça, Roberta Helena Almeida, Hellen Regina Oliveira Cunha, Matheus Santos Thiré, Rossana Mara da Silva Moreira |
| description | In additive manufacturing, determining the correct deposition parameters is very important as this can affect the final properties of printed parts. Since there is no agreement on the optimal level of the different printing parameters in reported results, this work evaluated the influences of layer thickness (LT), deposition speed (DS) and printing direction (PD) on tensile properties and dimensional accuracy of poly(lactic acid) 3D parts evaluating the possibility of using thin plate spline interpolation method (TPSIM) of data, a new approach, in determination of optimized fused deposition modeling process parameters. It was observed that the use of low levels of LT (0.10 mm), DS (40 mm/s), and PD (0°) provided parts with higher mechanical strength and dimensional performance. Denser parts showed lower anisotropy effect and, consequently, best tensile properties were obtained. TPSIM was an efficient mathematical analysis and well fitted results of predicted and experimental results. |
| doi_str_mv | 10.1002/app.49171 |
| format | Article |
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Since there is no agreement on the optimal level of the different printing parameters in reported results, this work evaluated the influences of layer thickness (LT), deposition speed (DS) and printing direction (PD) on tensile properties and dimensional accuracy of poly(lactic acid) 3D parts evaluating the possibility of using thin plate spline interpolation method (TPSIM) of data, a new approach, in determination of optimized fused deposition modeling process parameters. It was observed that the use of low levels of LT (0.10 mm), DS (40 mm/s), and PD (0°) provided parts with higher mechanical strength and dimensional performance. Denser parts showed lower anisotropy effect and, consequently, best tensile properties were obtained. TPSIM was an efficient mathematical analysis and well fitted results of predicted and experimental results.</description><identifier>ISSN: 0021-8995</identifier><identifier>EISSN: 1097-4628</identifier><identifier>DOI: 10.1002/app.49171</identifier><language>eng</language><publisher>Hoboken, USA: John Wiley & Sons, Inc</publisher><subject>Anisotropy ; biodegradable ; biopolymers and renewable polymers ; Deposition ; Fused deposition modeling ; Interpolation ; manufacturing ; Materials science ; mechanical properties ; Physical Sciences ; Polylactic acid ; Polymer Science ; Polymers ; Process parameters ; Rapid prototyping ; Science & Technology ; Tensile properties ; Thickness ; Thin plates ; Three dimensional printing</subject><ispartof>Journal of applied polymer science, 2020-10, Vol.137 (39), p.n/a, Article 49171</ispartof><rights>2020 Wiley Periodicals, Inc.</rights><rights>2020 Wiley Periodicals LLC</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>true</woscitedreferencessubscribed><woscitedreferencescount>11</woscitedreferencescount><woscitedreferencesoriginalsourcerecordid>wos000517644400001</woscitedreferencesoriginalsourcerecordid><citedby>FETCH-LOGICAL-c3651-7bd89cf946b9a4b852447817cd8529730745b286768e3d87f8eba0330119d38b3</citedby><cites>FETCH-LOGICAL-c3651-7bd89cf946b9a4b852447817cd8529730745b286768e3d87f8eba0330119d38b3</cites><orcidid>0000-0003-0538-7227 ; 0000-0003-0026-5431 ; 0000-0001-6445-3621 ; 0000-0002-1365-8990</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fapp.49171$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fapp.49171$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>315,782,786,1419,27933,27934,28257,45583,45584</link.rule.ids></links><search><creatorcontrib>Cardoso, Paulo Henrique Machado</creatorcontrib><creatorcontrib>Teixeira, Bruna Nunes</creatorcontrib><creatorcontrib>Calado, Verônica Maria de Araújo</creatorcontrib><creatorcontrib>Oliveira, Márcia Gomes</creatorcontrib><creatorcontrib>Mendonça, Tiago dos Santos</creatorcontrib><creatorcontrib>Mendonça, Roberta Helena</creatorcontrib><creatorcontrib>Almeida, Hellen Regina Oliveira</creatorcontrib><creatorcontrib>Cunha, Matheus Santos</creatorcontrib><creatorcontrib>Thiré, Rossana Mara da Silva Moreira</creatorcontrib><title>Mechanical and dimensional performance of poly(lactic acid) 3D‐printed parts using thin plate spline interpolation</title><title>Journal of applied polymer science</title><addtitle>J APPL POLYM SCI</addtitle><description>In additive manufacturing, determining the correct deposition parameters is very important as this can affect the final properties of printed parts. Since there is no agreement on the optimal level of the different printing parameters in reported results, this work evaluated the influences of layer thickness (LT), deposition speed (DS) and printing direction (PD) on tensile properties and dimensional accuracy of poly(lactic acid) 3D parts evaluating the possibility of using thin plate spline interpolation method (TPSIM) of data, a new approach, in determination of optimized fused deposition modeling process parameters. It was observed that the use of low levels of LT (0.10 mm), DS (40 mm/s), and PD (0°) provided parts with higher mechanical strength and dimensional performance. Denser parts showed lower anisotropy effect and, consequently, best tensile properties were obtained. TPSIM was an efficient mathematical analysis and well fitted results of predicted and experimental results.</description><subject>Anisotropy</subject><subject>biodegradable</subject><subject>biopolymers and renewable polymers</subject><subject>Deposition</subject><subject>Fused deposition modeling</subject><subject>Interpolation</subject><subject>manufacturing</subject><subject>Materials science</subject><subject>mechanical properties</subject><subject>Physical Sciences</subject><subject>Polylactic acid</subject><subject>Polymer Science</subject><subject>Polymers</subject><subject>Process parameters</subject><subject>Rapid prototyping</subject><subject>Science & Technology</subject><subject>Tensile properties</subject><subject>Thickness</subject><subject>Thin plates</subject><subject>Three dimensional printing</subject><issn>0021-8995</issn><issn>1097-4628</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>AOWDO</sourceid><recordid>eNqNkM1OxCAURonRxHF04RuQuNGYKrS0wNKMv4lGF7puKKWK6QACEzM7H8Fn9Em8OsadiSsgnPvlfgehXUqOKCHlsQrhiEnK6RqaUCJ5wZpSrKMJ_NFCSFlvoq2UngmhtCbNBOUbo5-Us1qNWLke93ZuXLLewTuYOPg4V04b7Acc_LjcH5XOVmOlbX-Aq9OPt_cQrcumx0HFnPAiWfeI85N1OIwqG5zCaJ3BX0yEBJUhexttDGpMZufnnKKH87P72WVxfXtxNTu5LnTV1LTgXS-kHiRrOqlYJ-qSMS4o1z1cJa8IZ3VXioY3wlS94IMwnSJVBd1kX4mumqK9VW6I_mVhUm6f_SJCtdSWrGQggZQCqIMVpaNPKZqhhUpzFZctJe2X1Baktt9SgT1csa-m80PS1oCcX54QUlPeMAbREA60-D89s_lbzswvXIbR459RO5rl3xu1J3d3q9U-AcdZmmE</recordid><startdate>20201015</startdate><enddate>20201015</enddate><creator>Cardoso, Paulo Henrique Machado</creator><creator>Teixeira, Bruna Nunes</creator><creator>Calado, Verônica Maria de Araújo</creator><creator>Oliveira, Márcia Gomes</creator><creator>Mendonça, Tiago dos Santos</creator><creator>Mendonça, Roberta Helena</creator><creator>Almeida, Hellen Regina Oliveira</creator><creator>Cunha, Matheus Santos</creator><creator>Thiré, Rossana Mara da Silva Moreira</creator><general>John Wiley & Sons, Inc</general><general>Wiley</general><general>Wiley Subscription Services, Inc</general><scope>AOWDO</scope><scope>BLEPL</scope><scope>DTL</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SR</scope><scope>8FD</scope><scope>JG9</scope><orcidid>https://orcid.org/0000-0003-0538-7227</orcidid><orcidid>https://orcid.org/0000-0003-0026-5431</orcidid><orcidid>https://orcid.org/0000-0001-6445-3621</orcidid><orcidid>https://orcid.org/0000-0002-1365-8990</orcidid></search><sort><creationdate>20201015</creationdate><title>Mechanical and dimensional performance of poly(lactic acid) 3D‐printed parts using thin plate spline interpolation</title><author>Cardoso, Paulo Henrique Machado ; Teixeira, Bruna Nunes ; Calado, Verônica Maria de Araújo ; Oliveira, Márcia Gomes ; Mendonça, Tiago dos Santos ; Mendonça, Roberta Helena ; Almeida, Hellen Regina Oliveira ; Cunha, Matheus Santos ; Thiré, Rossana Mara da Silva Moreira</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3651-7bd89cf946b9a4b852447817cd8529730745b286768e3d87f8eba0330119d38b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Anisotropy</topic><topic>biodegradable</topic><topic>biopolymers and renewable polymers</topic><topic>Deposition</topic><topic>Fused deposition modeling</topic><topic>Interpolation</topic><topic>manufacturing</topic><topic>Materials science</topic><topic>mechanical properties</topic><topic>Physical Sciences</topic><topic>Polylactic acid</topic><topic>Polymer Science</topic><topic>Polymers</topic><topic>Process parameters</topic><topic>Rapid prototyping</topic><topic>Science & Technology</topic><topic>Tensile properties</topic><topic>Thickness</topic><topic>Thin plates</topic><topic>Three dimensional printing</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Cardoso, Paulo Henrique Machado</creatorcontrib><creatorcontrib>Teixeira, Bruna Nunes</creatorcontrib><creatorcontrib>Calado, Verônica Maria de Araújo</creatorcontrib><creatorcontrib>Oliveira, Márcia Gomes</creatorcontrib><creatorcontrib>Mendonça, Tiago dos Santos</creatorcontrib><creatorcontrib>Mendonça, Roberta Helena</creatorcontrib><creatorcontrib>Almeida, Hellen Regina Oliveira</creatorcontrib><creatorcontrib>Cunha, Matheus Santos</creatorcontrib><creatorcontrib>Thiré, Rossana Mara da Silva Moreira</creatorcontrib><collection>Web of Science - Science Citation Index Expanded - 2020</collection><collection>Web of Science Core Collection</collection><collection>Science Citation Index Expanded</collection><collection>CrossRef</collection><collection>Engineered Materials Abstracts</collection><collection>Technology Research Database</collection><collection>Materials Research Database</collection><jtitle>Journal of applied polymer science</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Cardoso, Paulo Henrique Machado</au><au>Teixeira, Bruna Nunes</au><au>Calado, Verônica Maria de Araújo</au><au>Oliveira, Márcia Gomes</au><au>Mendonça, Tiago dos Santos</au><au>Mendonça, Roberta Helena</au><au>Almeida, Hellen Regina Oliveira</au><au>Cunha, Matheus Santos</au><au>Thiré, Rossana Mara da Silva Moreira</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Mechanical and dimensional performance of poly(lactic acid) 3D‐printed parts using thin plate spline interpolation</atitle><jtitle>Journal of applied polymer science</jtitle><stitle>J APPL POLYM SCI</stitle><date>2020-10-15</date><risdate>2020</risdate><volume>137</volume><issue>39</issue><epage>n/a</epage><artnum>49171</artnum><issn>0021-8995</issn><eissn>1097-4628</eissn><abstract>In additive manufacturing, determining the correct deposition parameters is very important as this can affect the final properties of printed parts. Since there is no agreement on the optimal level of the different printing parameters in reported results, this work evaluated the influences of layer thickness (LT), deposition speed (DS) and printing direction (PD) on tensile properties and dimensional accuracy of poly(lactic acid) 3D parts evaluating the possibility of using thin plate spline interpolation method (TPSIM) of data, a new approach, in determination of optimized fused deposition modeling process parameters. It was observed that the use of low levels of LT (0.10 mm), DS (40 mm/s), and PD (0°) provided parts with higher mechanical strength and dimensional performance. Denser parts showed lower anisotropy effect and, consequently, best tensile properties were obtained. 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| subjects | Anisotropy biodegradable biopolymers and renewable polymers Deposition Fused deposition modeling Interpolation manufacturing Materials science mechanical properties Physical Sciences Polylactic acid Polymer Science Polymers Process parameters Rapid prototyping Science & Technology Tensile properties Thickness Thin plates Three dimensional printing |
| title | Mechanical and dimensional performance of poly(lactic acid) 3D‐printed parts using thin plate spline interpolation |
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