Impact of fused deposition modeling (FDM) process parameters on strength of built parts using Taguchi's design of experiments

被引:114
作者
Zaman, Uzair Khaleeq Uz [1 ,2 ]
Boesch, Emilien [1 ]
Siadat, Ali [1 ]
Rivette, Mickael [1 ]
Baqai, Aamer Ahmed [2 ]
机构
[1] Ecole Natl Super Arts & Metiers, Lab Concept Fabricat Commande, 4 Rue Augustin Fresnel, F-57070 Metz, France
[2] Natl Univ Sci & Technol, Islamabad, Pakistan
关键词
Additive manufacturing; Design of Experiments; Fused deposition modeling; Taguchi approach; OPTIMIZATION; SELECTION; PRODUCT;
D O I
10.1007/s00170-018-3014-6
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The control of process parameters to customize a part has been a value-added ability related to additive manufacturing (AM). In this paper, parametric optimization of fused deposition modeling (FDM) process is performed using Taguchi design of experiments (DOE). Two sets of experiments were conducted on an industrial case study from the aerospace industry to assess the impact of FDM process parameters: layer thickness, shells, infill pattern, and infill percentage, on the compressive strength of the case study. A generic methodology was also proposed. Analysis of variance (ANOVA) and signal-to-noise (S/N) ratio analysis were performed to evaluate the importance of experimental error, finding the optimal combination of process parameters for maximizing the compressive strength, and assessing the robustness of the design. The paper concluded with the display of results, discussion, and conclusions drawn.
引用
收藏
页码:1215 / 1226
页数:12
相关论文
共 43 条
[1]   Anisotropic material properties of fused deposition modeling ABS [J].
Ahn, SH ;
Montero, M ;
Odell, D ;
Roundy, S ;
Wright, PK .
RAPID PROTOTYPING JOURNAL, 2002, 8 (04) :248-257
[2]   Additive Manufacturing in Production - Challenges and Opportunities [J].
Ahuja, Bhrigu ;
Karg, Michael ;
Schmidt, Michael .
LASER 3D MANUFACTURING II, 2015, 9353
[3]  
Ali F, 2014, P 2014 IAJC ISAM JOI
[4]   Critical parameters influencing the quality of prototypes in fused deposition modelling [J].
Anitha, R ;
Arunachalam, S ;
Radhakrishnan, P .
JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2001, 118 (1-3) :385-388
[5]  
[Anonymous], ADV MANUFACTURING
[6]  
[Anonymous], 2012, F279212A ASTM
[7]  
[Anonymous], 2010, PRIMER TAGUCHI METHO
[8]  
ASTM International, 2015, STAND TEST METH COMP
[9]  
Bellehumeur C., 2004, J. Manuf. Process, V6, P170, DOI [10.1016/S1526-6125(04)70071-7, DOI 10.1016/S1526-6125(04)70071-7]
[10]   Establishment of process model for part strength in stereolithography [J].
Chockalingam, K. ;
Jawahar, N. ;
Chandrasekar, U. ;
Ramanathan, K. N. .
JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2008, 208 (1-3) :348-365