A multi-parametric process evaluation of the mechanical response of PLA in FFF 3D printing

被引:85
作者
Kechagias, J. D. [1 ]
Vidakis, N. [2 ]
Petousis, M. [2 ]
Mountakis, N. [2 ]
机构
[1] Univ Thessaly, FWSD Dept, Kardhitsa, Thessaly, Greece
[2] Hellen Mediterranean Univ, Mech Engn Dept, Iraklion, Greece
关键词
PLA; 3D; printing; FFF; FDM; mechanical; response; control; parameters; POLYLACTIC ACID; DEPOSITION;
D O I
10.1080/10426914.2022.2089895
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Polylactic acid (PLA) material in filament form can be 3D printed and form complex physical models by using a low-cost material extrusion mechanism in a process that is broadly known as fused filament fabrication (FFF). Even though the PLA-FFF process has been extensively studied in the literature, its parts' mechanical response varies significantly, and it has not been studied in association with six control parameters at the same time, i.e. the infill density (ID), raster deposition angle (RDA), nozzle temperature (NT), printing speed (PS), layer thickness (LT), and bed temperature (BT). The simultaneous influence of the variable parameters on the mechanical properties is a challenging assignment and aspires to rank the six parameters' importance, model the process, and finally validate the models by using independent experiments. One-hundred twenty-five experiments run following the Taguchi L25 orthogonal array repeated five times for the study purpose. After an extensive literature survey and preliminary experiments, the parameter selection and discrete values were selected. The experimental results were analyzed using statistical tools and critically compared with that of the literature. The RDA, NT, PS, and ID significantly impact the mechanical response of the 3D printed PLA parts.
引用
收藏
页码:941 / 953
页数:13
相关论文
共 39 条
[1]   Influence of 3D printing process parameters on the mechanical properties and mass of PLA parts and predictive models [J].
Afonso, Joao Araujo ;
Alves, Jorge Lino ;
Caldas, Gabriela ;
Gouveia, Barbara Perry ;
Santana, Leonardo ;
Belinha, Jorge .
RAPID PROTOTYPING JOURNAL, 2021, 27 (03) :487-495
[2]   Effects of porosity on the mechanical properties of additively manufactured components: a critical review [J].
Al-Maharma, Ahmad Y. ;
Patil, Sandeep P. ;
Markert, Bernd .
MATERIALS RESEARCH EXPRESS, 2020, 7 (12)
[3]   Effects of extruder temperatures and raster orientations on mechanical properties of the FFF-processed polylactic-acid (PLA) material [J].
Arifvianto, Budi ;
Wirawan, Yuris Bahadur ;
Salim, Urip Agus ;
Suyitno, Suyitno ;
Mahardika, Muslim .
RAPID PROTOTYPING JOURNAL, 2021, 27 (10) :1761-1775
[4]  
Aworinde Abraham Kehinde, 2019, Journal of Physics: Conference Series, V1378, DOI [10.1088/1742-6596/1378/2/022060, 10.1088/1742-6596/1378/2/022060]
[5]   Effect of printing layer thickness on water absorption and mechanical properties of 3D-printed wood/PLA composite materials [J].
Ayrilmis, Nadir ;
Kariz, Mirko ;
Kwon, Jin Heon ;
Kuzman, Manja Kitek .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2019, 102 (5-8) :2195-2200
[6]   Experimental study on the 3D-printed plastic parts and predicting the mechanical properties using artificial neural networks [J].
Bayraktar, Omer ;
Uzun, Gultekin ;
Cakiroglu, Ramazan ;
Guldas, Abdulmecit .
POLYMERS FOR ADVANCED TECHNOLOGIES, 2017, 28 (08) :1044-1051
[7]   Effect of Printing Parameters on Dimensional Error, Surface Roughness and Porosity of FFF Printed Parts with Grid Structure [J].
Buj-Corral, Irene ;
Bagheri, Ali ;
Sivatte-Adroer, Maurici .
POLYMERS, 2021, 13 (08)
[8]   An investigation of PLA/W parts quality fabricated by FFF [J].
Chaidas, Dimitrios ;
Kechagias, John D. .
MATERIALS AND MANUFACTURING PROCESSES, 2022, 37 (05) :582-590
[9]  
Choi YH, 2016, World Journal of Engineering and Technology, V04, P186, DOI [10.4236/wjet.2016.43d022, 10.4236/wjet.2016.43D022, DOI 10.4236/WJET.2016.43D022]
[10]   Shrinkage compensation approach proposed for ABS material in FDM process [J].
Dilberoglu, Ugur M. ;
Simsek, Seyda ;
Yaman, Ulas .
MATERIALS AND MANUFACTURING PROCESSES, 2019, 34 (09) :993-998