Optimisation of the additive manufacturing parameters of polylactic acid (PLA) cellular structures for biomedical applications.

David E. Myers, A. Abdel-Wahab, F. Hafeez, K. Essa, Nikolina Kovacev
{"title":"Optimisation of the additive manufacturing parameters of polylactic acid (PLA) cellular structures for biomedical applications.","authors":"David E. Myers, A. Abdel-Wahab, F. Hafeez, K. Essa, Nikolina Kovacev","doi":"10.2139/ssrn.4115315","DOIUrl":null,"url":null,"abstract":"Fused deposition modelling (FDM) is an additive manufacturing technology used to create functional and complex geometries directly from computer-generated models. This technique can be utilised to generate cellular structures with controllable pore size, pore shape, and porosity. Cellular structures are fundamental in orthopaedics scaffolds because of its low elastic modulus, high compressive strength, and adequate cell accommodation spaces. This paper aims at investigating and optimising the FDM additive manufacturing process parameters of polylactic Acid (PLA) for two lattice structures namely Schoen Gyroid and Schwarz Primitive. The effect of additive manufacturing critical process parameters including layer height, flow rate, and print speed on the geometrical accuracy and compressive strength of the specimens were analysed. In addition, other parameters that have minimal effect on the geometrical accuracy of the printed parts were discussed. A Full Factorial Analysis (FFA) using Minitab software was undertaken to identify the perfect combination of printing parameters to provide the most geometrically accurate structure. In this study, samples of the Schoen Gyroid and the Schwarz Primitive lattices and a solid control cylinder were 3D printed using the ideal printing combination to assess the manufacturability, the geometrical accuracy, and the mechanical behaviour of both designs. It was found that the optimised FDM process parameters for the studied cellular structures were a layer height of 0.16 mm, a printing speed of 50 mm/s and a flow rate of 90%. As a result of using these parameters, the solid, Schoen Gyroid and Schwarz Primitive specimens demonstrated elastic moduli values of 951 MPa, 264 MPa, and 221 MPa, respectively. In addition, the Schoen Gyroid and the Schwarz Primitive have reached their stress limits at around 8.68 MPa and 7.06 MPa, respectively. It was noticed that the Schoen Gyroid structure exhibited ∼ 18% higher compressive strength and ∼ 16% higher elastic modulus compared to the Schwarz Primitive structure for the same volume fraction of porosity, overall dimensions, and the manufacturing process parameters. Although both structures revealed mechanical properties that fall within the range of the human trabecular bone, but Schoen Gyroid exhibited improved structural integrity performance that is evident by its post-yield behaviour.","PeriodicalId":94117,"journal":{"name":"Journal of the mechanical behavior of biomedical materials","volume":"136 1","pages":"105447"},"PeriodicalIF":0.0000,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"11","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of the mechanical behavior of biomedical materials","FirstCategoryId":"0","ListUrlMain":"https://doi.org/10.2139/ssrn.4115315","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 11

Abstract

Fused deposition modelling (FDM) is an additive manufacturing technology used to create functional and complex geometries directly from computer-generated models. This technique can be utilised to generate cellular structures with controllable pore size, pore shape, and porosity. Cellular structures are fundamental in orthopaedics scaffolds because of its low elastic modulus, high compressive strength, and adequate cell accommodation spaces. This paper aims at investigating and optimising the FDM additive manufacturing process parameters of polylactic Acid (PLA) for two lattice structures namely Schoen Gyroid and Schwarz Primitive. The effect of additive manufacturing critical process parameters including layer height, flow rate, and print speed on the geometrical accuracy and compressive strength of the specimens were analysed. In addition, other parameters that have minimal effect on the geometrical accuracy of the printed parts were discussed. A Full Factorial Analysis (FFA) using Minitab software was undertaken to identify the perfect combination of printing parameters to provide the most geometrically accurate structure. In this study, samples of the Schoen Gyroid and the Schwarz Primitive lattices and a solid control cylinder were 3D printed using the ideal printing combination to assess the manufacturability, the geometrical accuracy, and the mechanical behaviour of both designs. It was found that the optimised FDM process parameters for the studied cellular structures were a layer height of 0.16 mm, a printing speed of 50 mm/s and a flow rate of 90%. As a result of using these parameters, the solid, Schoen Gyroid and Schwarz Primitive specimens demonstrated elastic moduli values of 951 MPa, 264 MPa, and 221 MPa, respectively. In addition, the Schoen Gyroid and the Schwarz Primitive have reached their stress limits at around 8.68 MPa and 7.06 MPa, respectively. It was noticed that the Schoen Gyroid structure exhibited ∼ 18% higher compressive strength and ∼ 16% higher elastic modulus compared to the Schwarz Primitive structure for the same volume fraction of porosity, overall dimensions, and the manufacturing process parameters. Although both structures revealed mechanical properties that fall within the range of the human trabecular bone, but Schoen Gyroid exhibited improved structural integrity performance that is evident by its post-yield behaviour.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
用于生物医学应用的聚乳酸(PLA)细胞结构的增材制造参数的优化。
熔融沉积建模(FDM)是一种增材制造技术,用于直接从计算机生成的模型中创建功能性和复杂的几何形状。该技术可用于生成具有可控孔径、孔形状和孔隙率的细胞结构。细胞结构是骨科支架的基础,因为它具有低弹性模量、高抗压强度和足够的细胞容纳空间。本文旨在研究和优化两种晶格结构即Schoen Gyroid和Schwarz Primitive的聚乳酸FDM增材制造工艺参数。分析了增材制造关键工艺参数(包括层高、流速和印刷速度)对试样几何精度和抗压强度的影响。此外,还讨论了对印刷零件几何精度影响最小的其他参数。使用Minitab软件进行全因子分析(FFA),以确定打印参数的完美组合,从而提供最精确的几何结构。在这项研究中,使用理想的打印组合对Schoen Gyroid和Schwarz Primitive晶格以及固体控制圆柱体的样品进行了3D打印,以评估这两种设计的可制造性、几何精度和机械性能。发现所研究的蜂窝结构的优化FDM工艺参数为0.16mm的层高度、50mm/s的印刷速度和90%的流速。使用这些参数的结果是,固体、Schoen Gyroid和Schwarz Primitive试样分别表现出951MPa、264MPa和221MPa的弹性模量值。此外,Schoen Gyroid和Schwarz Primitive分别在8.68MPa和7.06MPa左右达到了应力极限。值得注意的是,在相同的孔隙率、总体尺寸和制造工艺参数下,与Schwarz Primitive结构相比,Schoen Gyroid结构的抗压强度高出约18%,弹性模量高出约16%。尽管这两种结构都显示出在人类小梁骨范围内的机械性能,但Schoen Gyroid表现出了改善的结构完整性性能,这从其屈服后行为中可以明显看出。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Corrigendum to "Elastic constants of biogenic calcium carbonate" (155), 106570. Editorial Board An improved trabecular bone model based on Voronoi tessellation. Patient-specific finite element analysis of human corneal lenticules: An experimental and numerical study. Multistep deformation of helical fiber electrospun scaffold toward cardiac patches development.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1