利用响应面法优化3d打印pla -石墨烯复合材料的力学性能

Q3 Materials Science
A. El Magri, S. Vaudreuil
{"title":"利用响应面法优化3d打印pla -石墨烯复合材料的力学性能","authors":"A. El Magri, S. Vaudreuil","doi":"10.5604/01.3001.0015.5928","DOIUrl":null,"url":null,"abstract":"Purpose: This work aims to study the relationship between various processing parameters to fabricate PLA-graphene based 3D parts with high mechanical properties. The selected parameters in this study are known for their critical impact on the final properties of printed parts.\nDesign/methodology/approach: Three key printing parameters are simultaneously studied in a systematic manner using central composite design (CCD). The selected printing parameters are printing temperature, printing speed, and layer thickness.\nFindings: Through a variance analysis, all tested printing parameters significantly impact the final properties of printed PLA-graphene’s parts. A response surface methodology (RSM) was also applied to analyse the results and to optimize the tensile and the flexural properties. According to this latter methodology, the optimum factor levels are found at 200°C printing temperature, 34.65 mm s-1 printing speed and 0.2 mm layer thickness.\nResearch limitations/implications: Results indicate that layer thickness and printing speed are the dominant contributors to tensile and flexural properties.\nOriginality/value: As one of the few polymers loaded with nanoparticles available, polylactic acid (PLA) reinforced graphene was selected in this study as a base material \nfor FFF 3D printing process. A response surface methodology was applied to analyse the results and to maximize the tensile and flexural properties of 3D printed PLA-graphene composite.\n\n","PeriodicalId":8297,"journal":{"name":"Archives of materials science and engineering","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"8","resultStr":"{\"title\":\"Optimizing the mechanical properties of 3D-printed PLA-graphene composite using response surface methodology\",\"authors\":\"A. El Magri, S. Vaudreuil\",\"doi\":\"10.5604/01.3001.0015.5928\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Purpose: This work aims to study the relationship between various processing parameters to fabricate PLA-graphene based 3D parts with high mechanical properties. The selected parameters in this study are known for their critical impact on the final properties of printed parts.\\nDesign/methodology/approach: Three key printing parameters are simultaneously studied in a systematic manner using central composite design (CCD). The selected printing parameters are printing temperature, printing speed, and layer thickness.\\nFindings: Through a variance analysis, all tested printing parameters significantly impact the final properties of printed PLA-graphene’s parts. A response surface methodology (RSM) was also applied to analyse the results and to optimize the tensile and the flexural properties. According to this latter methodology, the optimum factor levels are found at 200°C printing temperature, 34.65 mm s-1 printing speed and 0.2 mm layer thickness.\\nResearch limitations/implications: Results indicate that layer thickness and printing speed are the dominant contributors to tensile and flexural properties.\\nOriginality/value: As one of the few polymers loaded with nanoparticles available, polylactic acid (PLA) reinforced graphene was selected in this study as a base material \\nfor FFF 3D printing process. A response surface methodology was applied to analyse the results and to maximize the tensile and flexural properties of 3D printed PLA-graphene composite.\\n\\n\",\"PeriodicalId\":8297,\"journal\":{\"name\":\"Archives of materials science and engineering\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"8\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Archives of materials science and engineering\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.5604/01.3001.0015.5928\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"Materials Science\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Archives of materials science and engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.5604/01.3001.0015.5928","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Materials Science","Score":null,"Total":0}
引用次数: 8

摘要

目的:研究制备高力学性能pla -石墨烯基3D零件的工艺参数之间的关系。本研究中所选择的参数对打印部件的最终性能有重要影响。设计/方法/方法:使用中心复合设计(CCD)以系统的方式同时研究三个关键的打印参数。选择的打印参数是打印温度、打印速度和层厚。结果:通过方差分析,所有测试的打印参数显著影响打印pla -石墨烯部件的最终性能。响应面法(RSM)也被应用于分析结果和优化拉伸和弯曲性能。根据后一种方法,发现最佳因子水平为200°C印刷温度,34.65 mm s-1印刷速度和0.2 mm层厚度。研究局限/启示:结果表明,层厚度和打印速度是影响拉伸和弯曲性能的主要因素。独创性/价值:聚乳酸(PLA)增强石墨烯是为数不多的纳米颗粒负载聚合物之一,本研究选择聚乳酸(PLA)增强石墨烯作为FFF 3D打印工艺的基础材料。应用响应面方法分析结果,并最大限度地提高3D打印pla -石墨烯复合材料的拉伸和弯曲性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimizing the mechanical properties of 3D-printed PLA-graphene composite using response surface methodology
Purpose: This work aims to study the relationship between various processing parameters to fabricate PLA-graphene based 3D parts with high mechanical properties. The selected parameters in this study are known for their critical impact on the final properties of printed parts. Design/methodology/approach: Three key printing parameters are simultaneously studied in a systematic manner using central composite design (CCD). The selected printing parameters are printing temperature, printing speed, and layer thickness. Findings: Through a variance analysis, all tested printing parameters significantly impact the final properties of printed PLA-graphene’s parts. A response surface methodology (RSM) was also applied to analyse the results and to optimize the tensile and the flexural properties. According to this latter methodology, the optimum factor levels are found at 200°C printing temperature, 34.65 mm s-1 printing speed and 0.2 mm layer thickness. Research limitations/implications: Results indicate that layer thickness and printing speed are the dominant contributors to tensile and flexural properties. Originality/value: As one of the few polymers loaded with nanoparticles available, polylactic acid (PLA) reinforced graphene was selected in this study as a base material for FFF 3D printing process. A response surface methodology was applied to analyse the results and to maximize the tensile and flexural properties of 3D printed PLA-graphene composite.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Archives of materials science and engineering
Archives of materials science and engineering Materials Science-Materials Science (all)
CiteScore
2.90
自引率
0.00%
发文量
15
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信