Abstract
The aim of this study is to evaluate the effect of printing parameters and their interactions on the mechanical properties of ABS-based specimen, 3D printed by fused deposition modeling (FDM), using the response surface method. The manufacturing direction (X, Y, or Z) and the deposition angle (0°, 30°, or 45°) are analyzed as input factors. The Young modulus, the yield stress, the tensile strength, and the deformation at fracture in tension are considered as responses. An empirical model for each response is built in terms of factors and their interactions. The predicted results are in good coherence with experimental ones. The original contribution of this paper consists in the evaluation of the optimal combination of manufacturing parameters thanks to the MINITAB software.
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References
Wang J, Xie H, Weng Z, Senthil T, Wu L (2016) A novel approach to improve mechanical properties of parts fabricated by fused deposition modeling. Mater Des 105:152–159
Waterman NA, Dickens P (1994) Rapid product development in the USA, Europe and Japan. World Cl Des Manuf 1(3):27–36
Bernard A, Fischer A (2002) New trends in rapid product development. CIRP Ann Manuf Technol 51(2):635–652
Bourell DL (2006) Materials issues in rapid manufacturing. Rapid manufacturing: an industrial revolution for the digital age
Ahn S-H, Montero M, Odell D, Roundy S, Wright PK (2002) Anisotropic material properties of fused deposition modeling ABS. Rapid Prototyp J 8(4):248–257
Montero M, Roundy S, Odell D (2001) Material characterization of fused deposition modeling (FDM) ABS by designed experiments. Proc Rapid Prototyp Manuf Conf, no March 2018, p 1–21
Mohamed OA, Masood SH, Bhowmik JL, Nikzad M, Azadmanjiri J (2016) Effect of process parameters on dynamic mechanical performance of FDM PC/ABS printed parts through design of experiment. J Mater Eng Perform 25(7):2922–2935
Shojib Hossain M, Espalin D, Ramos J, Perez M, Wicker R (2014) Improved mechanical properties of fused deposition modeling-manufactured parts through build parameter modifications. J Manuf Sci Eng 136(6):61002
Croccolo D, De Agostinis M, Olmi G (2013) Experimental characterization and analytical modelling of the mechanical behaviour of fused deposition processed parts made of ABS-M30. Comput Mater Sci 79:506–518
Srivastava M, Maheshwari S, Kundra TK, Rathee S (2016) An integrated RSM-GA based approach for multi response optimization of FDM process parameters for pyramidal ABS primitives. J Manuf Sci Prod 16(3):15–18
A. NF EN ISO 527-2 (1996) Plastics: determination of tensile properties, part 2: test conditions for moulding and extrusion plastics
C. Ziemian, M. Sharma, and S. Ziemi (2012) Anisotropic mechanical properties of ABS parts fabricated by fused deposition modelling. Mech Eng
A. NF EN ISO 527-1 (1996) Plastics—determination of tensile properties—part 1: general principles
Box GEP, Wilson KB (1951) On the experimental attainment of optimum conditions. J R Stat Soc Ser B 13(1):1–45
Griffiths CA, Howarth J, De Almeida-rowbotham G., Rees A (2016) A design of experiments approach to optimise tensile and notched bending properties of fused deposition modelling parts
Sood AK, Ohdar RK, Mahapatra SS (2010) Parametric appraisal of fused deposition modelling process using the grey Taguchi method. Proc Inst Mech Eng Part B J Eng Manuf 224(1):135–145
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Abid, S., Messadi, R., Hassine, T. et al. Optimization of mechanical properties of printed acrylonitrile butadiene styrene using RSM design. Int J Adv Manuf Technol 100, 1363–1372 (2019). https://doi.org/10.1007/s00170-018-2710-6
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DOI: https://doi.org/10.1007/s00170-018-2710-6