Surface quality prediction in FDM additive manufacturing

被引:55
作者
Di Angelo, L. [1 ]
Di Stefano, P. [1 ]
Marzola, A. [2 ]
机构
[1] Univ Aquila, Dept Ind & Informat Engn & Econ, Via G Gronchi 18, I-67100 Laquila, Italy
[2] Univ Florence, Dept Ind Engn, Via Santa Marta 3, I-50139 Florence, Italy
关键词
Additive manufacturing; Fused deposition modelling; Surface quality; FABRICATION-DIRECTION OPTIMIZATION; ROUGHNESS;
D O I
10.1007/s00170-017-0763-6
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Additive manufacturing technologies produce objects which present a characteristic surface texture. This is an inevitable and systematic error and has a predictable shape feature which depends on certain process parameters. In order to reduce manufacturing costs and obtain the best results from the point of view of quality, it is essential to predict this error in advance and choose the process parameters which minimise it. For the purpose of measuring the surface quality, the index R (a) (ISO 4287, 1997) is used in the related literature. In this paper, it is first demonstrated that the use of roughness parameters in FDM-manufactured surfaces is not adequate to quantify the surface error. The parameter P (a) (ISO 4287) is proposed as a more appropriate index to evaluate the surface quality; it is investigated and critically analysed in comparison with the R (a) index. A new original model to predict P (a) for FDM-manufactured surfaces is presented. The model prediction is compared with experimental data and with the estimation performed by the models described in the literature, within the limits of their capability to predict P (a).
引用
收藏
页码:3655 / 3662
页数:8
相关论文
共 18 条
[1]   Fabrication direction optimization to minimize post-machining in layered manufacturing [J].
Ahn, Daekeon ;
Kim, Hochan ;
Lee, Seokhee .
INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE, 2007, 47 (3-4) :593-606
[2]   Representation of surface roughness in fused deposition modeling [J].
Ahn, Daekeon ;
Kweon, Jin-Hwe ;
Kwon, Soonman ;
Song, Jungil ;
Lee, Seokhee .
JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2009, 209 (15-16) :5593-5600
[3]   Surface roughness prediction using measured data and interpolation in layered manufacturing [J].
Ahn, Daekeon ;
Kim, Hochan ;
Lee, Seokhee .
JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2009, 209 (02) :664-671
[4]  
[Anonymous], 1996, ISO 4288
[5]  
[Anonymous], 1996, ISO 11562
[6]  
Barari A, 2016, INT J ADV MANUF TECH, P1
[7]   Accuracy prediction in fused deposition modeling [J].
Boschetto, A. ;
Bottini, L. .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2014, 73 (5-8) :913-928
[8]   3D roughness profile model in fused deposition modelling [J].
Boschetto, Alberto ;
Giordano, Veronica ;
Veniali, Francesco .
RAPID PROTOTYPING JOURNAL, 2013, 19 (04) :240-252
[9]   Determination of the optimal build direction for different rapid prototyping processes using multi-criterion decision making [J].
Byun, HS ;
Lee, KH .
ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2006, 22 (01) :69-80
[10]  
Gibson I., 2010, Additive manufacturing technologies, V238