Optimizing additive manufacturing parameters for the fused deposition modeling technology using a design of experiments

被引:38
作者
Durao, Luiz Fernando C. S. [1 ]
Barkoczy, Richard [2 ]
Zancul, Eduardo [1 ]
Ho, Linda Lee [1 ]
Bonnard, Renan [3 ]
机构
[1] Univ Sao Paulo, Polytech Sch, Dept Prod Engn, Ave Prof Almeida Prado,Trav 2,128 Cidade Univ, BR-05508070 Sao Paulo, SP, Brazil
[2] Tech Univ Darmstadt, Otto Berndt Str 2, D-64287 Darmstadt, Germany
[3] SENAI SC Innovat Inst Laser Mfg Mfg Syst & Embedde, Ave Luiz Boiteux Piazza 1302, BR-88032005 Florianopolis, SC, Brazil
关键词
Additive manufacturing; Design of experiments; 3D printing; Fused deposition modeling; DIMENSIONAL ACCURACY; QUALITY; PRINTER;
D O I
10.1007/s40964-019-00075-9
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Additive manufacturing (AM) technologies allow the manufacturing of parts directly from 3D models. These technologies, initially focused on rapid prototyping applications, have been increasingly considered for the production of final functional parts with high value added. The strengths and advantages of current AM processes include support for improved geometry for complex parts, reduction in tooling costs, material savings, and reduction in design to manufacturing lead-times. Along with those benefits, there are still production quality and performance factors, such as dimensional accuracy, strength of parts, and surface roughness, which may need to be improved depending on the product requirements. Therefore, there is a demand to increase the understanding of how AM production factors influence the final part parameters. This paper focuses on the investigation and optimization of material consumption, manufacturing time and dimensional accuracy (including linear error and surface flatness), for fused deposition modeling (FDM) technology. A design of experiments (DOE) is planned, executed and analyzed. Results indicate that print speed and the number of contours are the most important factors for the quality of the final part of the FDM process studied. Further research may consider the same approach, and the factors presented could be extended for AM technologies.
引用
收藏
页码:291 / 313
页数:23
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