Optimisation of microstructures from filament extrusion additive manufacturing based on numerical simulation with VOLCO-X

被引:0
|
作者
de Macedo, Rafael Quelho [1 ]
Ferreira, Rafael Thiago Luiz [1 ]
Gleadall, Andrew [2 ]
Ashcroft, Ian [3 ]
机构
[1] Res Grp Addit Mfg, Inst Tecnol Aeronaut, GPMA, ITA, BR-12228900 Sao Jose Dos Campos, SP, Brazil
[2] Loughborough Univ, Wolfson Sch Mech & Mfg Engn, Loughborough LE11 3TU, Leicestershire, England
[3] Univ Nottingham, Fac Engn, Ctr Addit Mfg, Univ Pk, Nottingham NG8 1BB, England
基金
巴西圣保罗研究基金会; 英国工程与自然科学研究理事会;
关键词
Material extrusion; 3D printing; Optimisation; Microstructure; VOLCO-X; ACRYLONITRILE-BUTADIENE-STYRENE; MESOSTRUCTURE; STRENGTH; POLYMER; MODEL;
D O I
10.1016/j.addma.2024.104430
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The mechanical properties of parts built with material extrusion additive manufacturing are highly dependent on the material distribution within parts' microstructure. This varies with the choice of process parameters. Therefore, when designing a functional printed part, one must tailor the printing parameters in order to obtain the desired properties, such as minimal voids. The present work proposes an optimisation method that designs printing parameters to minimise manufacturing time while keeping the void volume fraction at very low values (hence improving mechanical properties), keeping dimensions within tight tolerances and guaranteeing structural integrity. The new optimisation method utilises the authors' previously developed software VOLCO-X, which is capable of efficiently predicting material distribution from filament extrusion within printed parts, including print track dimensions and microstructure geometry, without the need for any experimental calibration. In order to validate the proposed optimisation scheme, optimised printed parts using the scheme and parts using printing parameters determined by a commercial slicing software were manufactured and compared for different printing speeds and deposition strategies. At printing speed of 16 mm/s, it was possible to decrease the manufacturing time by more than 20% and structural mass by more than 5% in comparison to the commercial slicer printed part, whilst maintaining similar mechanical properties. At printing speed of 96 mm/s, due to the high printing speed, the commercial printed part presented gap faults between deposited strands, while the optimised part had structural integrity. At this printing speed, the optimised printed part presented significant improvements in terms of mechanical properties. The proposed optimisation methodology, in conjunction with VOLCO-X, is a powerful tool that can be used to improve manufacturing by filament extrusion. This innovative tool allows the identification of printing parameters without experiments and trial-and-error approaches, thus saving time and expense.
引用
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页数:18
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