A methodology for evaluating the aesthetic quality of 3D printed parts

被引:18
作者
Galati, Manuela [1 ]
Minetola, Paolo [1 ]
Marchiandi, Giovanni [1 ]
Atzeni, Eleonora [1 ]
Calignano, Flaviana [1 ]
Salmi, Alessandro [1 ]
Iuliano, Luca [1 ]
机构
[1] Politecn Torino, Dept Management & Prod Engn DIGEP, Corso Duca Abruzzi 24, I-10129 Turin, Italy
来源
12TH CIRP CONFERENCE ON INTELLIGENT COMPUTATION IN MANUFACTURING ENGINEERING | 2019年 / 79卷
关键词
3D printing; aesthetic quality; benchmarking; indicator-based methodology; robustness analysis; BENCHMARKING; ACCURACY; DESIGN; TOOLS;
D O I
10.1016/j.procir.2019.02.018
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Nowadays, 3D printing is recognized as one of the key technologies that enables the distributed manufacturing adoption. However, inexperienced people might perceive this technology as far from easy user-usability because of evident aesthetic defects on 3D printed parts. In this paper, an indicator-based methodology is proposed for the assessment and the ranking of the aesthetic capability of 3D printers by evaluating the ability of a 3D printer to reproduce a reference part without defects. The reference part includes several geometric features that characterize most of as-built aesthetic defects. In addition, a benchmarking analysis was carried out to show an example of the methodology applied to three different machines. (C) 2019 The Authors. Published by Elsevier B. V.
引用
收藏
页码:95 / 100
页数:6
相关论文
共 32 条
[1]  
[Anonymous], 2009, HDB CONSTRUCTING COM
[2]  
[Anonymous], 2017, PRINT QUAL TROUBL GU
[3]  
[Anonymous], 2017, VIS ULT TROUBL GUID
[4]   Incorporating manufacturability considerations during design of injection molded multi-material objects [J].
Banerjee, Ashis Gopal ;
Li, Xuejun ;
Fowler, Greg ;
Gupta, Satyandra K. .
RESEARCH IN ENGINEERING DESIGN, 2007, 17 (04) :207-231
[5]   Speed and accuracy evaluation of additive manufacturing machines [J].
Brajlih, Tomaz ;
Valentan, Bogdan ;
Balic, Joze ;
Drstvensek, Igor .
RAPID PROTOTYPING JOURNAL, 2011, 17 (01) :64-75
[6]   Overview on Additive Manufacturing Technologies [J].
Calignano, Flaviana ;
Manfredi, Diego ;
Ambmbrosio, Elisa Paola ;
Biamino, Sara ;
Lombmbardi, Mariangela ;
Atzeni, Eleonora ;
Salmi, Alessandro ;
Minetola, Paolo ;
Iuliano, Luca ;
Fino, Paolo .
PROCEEDINGS OF THE IEEE, 2017, 105 (04) :593-612
[7]   Three-dimensional Printing and 3D Slicer Powerful Tools in Understanding and Treating Structural Lung Disease [J].
Cheng, George Z. ;
Estepar, Raul San Jose ;
Folch, Erik ;
Onieva, Jorge ;
Gangadharan, Sidhu ;
Majid, Adnan .
CHEST, 2016, 149 (05) :1136-1142
[8]  
Childs T.H. C., 1994, CIRP Annals - Manufacturing Technology, V43, P163, DOI DOI 10.1016/S0007-8506(07)62187-8
[9]   Investigating the achievable accuracy of three dimensional printing [J].
Dimitrov, D ;
van Wijck, W ;
Schreve, K ;
de Beer, N .
RAPID PROTOTYPING JOURNAL, 2006, 12 (01) :42-52
[10]   PATTERN DEVELOPMENT FOR MANUFACTURING APPLICATIONS WITH FUSED DEPOSITION MODELLING - A CASE STUDY [J].
Garg, H. K. ;
Singh, R. .
INTERNATIONAL JOURNAL OF AUTOMOTIVE AND MECHANICAL ENGINEERING, 2013, 7 :981-992