Optimization of FDM process parameters for tensile properties of polylactic acid specimens using Taguchi design of experiment method

Оптимизация параметров процесса FDM для растягивающих свойств образцов из полимолочной кислоты методом планирования эксперимента по Тагучи
Mohammad Heidari‐Rarani, N Ezati, Pouya Sadeghi, MR Badrossamay
2020-10-12

Fused deposition modelingTaguchi design of experimentinfill densitypolylactic acid (PLA)tensile properties
Fused deposition modeling (FDM) is the most common method for additive manufacturing of polymers, which is expanding in various engineering applications due to its ability to make complex parts readily. The mechanical properties of 3D printed parts strongly depend on the correct selection of the process parameters. In this study, the effect of three important process parameters such as infill density, printing speed and layer thickness were investigated on the tensile properties of polylactic acid (PLA) specimens. Taguchi design of experiment method is applied to reduce the number of experiments and find the optimal parameters for maximum mechanical properties, minimum weight and minimum printing time. Experimental results showed that the optimum process parameters for the modulus of elasticity and ultimate tensile strength were infill density of 80%, printing speed of 40 mm/s and layer thickness of 0.1 mm, while for the failure strain were the infill density of 80%, printing speed of 40 mm/s and layer thickness of 0.2 mm. Finally, the accuracy of the Taguchi method was assessed for prediction of mechanical properties of FDM-3D printed specimens.
1
Infill density, printing speed, and layer thickness significantly affect tensile properties of FDM-printed PLA specimens.
2
Optimal parameters for maximum failure strain are: 80% infill density, 40 mm/s printing speed, 0.2 mm layer thickness.
3
Optimal parameters for maximum modulus of elasticity and ultimate tensile strength are: 80% infill density, 40 mm/s printing speed, 0.1 mm layer thickness.
4
Taguchi design of experiments effectively reduced the number of experiments and identified optimal parameters for multiple objectives.
5
The study evaluated and reported the accuracy of the Taguchi method for predicting mechanical properties of FDM-3D printed specimens.

FDM 3D-printed polylactic acid (PLA) tensile test specimens

Effect of process parameters (infill density, printing speed, layer thickness) and their Taguchi-optimized settings on tensile properties (modulus of elasticity, ultimate tensile strength, failure strain), specimen weight, and printing time

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2020-10-12
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Mohammad Heidari‐Rarani
N Ezati
Pouya Sadeghi
MR Badrossamay
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