Abstract
Fused deposition modeling (FDM) is categorized in additive technology where prototypes and functional components are fabricated with no limitation of shape complexity and shorter part development time. However, besides its great advantages, its layer-by-layer fabrication has a weakness of poor surface roughness, and its plastic materials have low thermal conductivity. While there have been a lot of studies of the surface roughness in FDM, it is still required to solve the thermal problem that prevents FDM from being applied in manufacturing processes incorporating heating, such as thermoforming. In this paper, a new post-processing method for FDM-3D printed moldcore is experimentally investigated for surface finish improvement and heat absorption reduction to broaden the application scope of FDM. The Taguchi method in conjunction with a lumped-capacitance model is used in respect of multi-input and single-output (MISO). The results show that a chemical treatment using dimethylketone (acetone) improved the surface roughness while aluminum spray coating decreased heat absorption of the FDM’s samples using acrylonitrile–butadiene–styrene (ABS) filament. The dimensional variation during this process is also confirmed to be very small. This low-cost post-processing technique is found to be easily applied on both lab-scale and manufacturing scales, especially for low-volume production or prototype fabrication.
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References
Mishra, S.B.; Malik, R.; Mahapatra, S.S.: Effect of external perimeter on flexural strength of FDM build parts. Arab. J. Sci. Eng. 42, 4587–4595 (2017). https://doi.org/10.1007/s13369-017-2598-8
Mohamed, O.A.; Masood, S.H.; Bhowmik, J.L.: Optimization of fused deposition modeling process parameters: a review of current research and future prospects. Adv. Manuf. 3, 42–53 (2015). https://doi.org/10.1007/s40436-014-0097-7
Butt, J.; Oxford, P.; Sadeghi-Esfahlani, S.; Ghorabian, M.; Shirvani, H.: Hybrid manufacturing and mechanical characterization of Cu/PLA composites. Arab. J. Sci. Eng. 45, 9339–9356 (2020). https://doi.org/10.1007/s13369-020-04778-y
Samykano, M.: Mechanical property and prediction model for FDM-3D printed polylactic acid (PLA). Arab. J. Sci. Eng. 46, 7875–7892 (2021). https://doi.org/10.1007/s13369-021-05617-4
Shunmugasundaram, M.; Nagarajan, S.M.; Reddy, Y.; Chaurasiya, P.K.; Kumar, A.; Rajak, U.: An experimental study and joining parameters optimization of friction stir weld butt joint by Taguchi approach to maximize the mechanical properties. Arab. J. Sci. Eng. 47, 8601–8615 (2022)
Ogunbiyi, O.; Iwarere, S.A.; Daramola, M.O.: Empirical prediction of optimum process conditions of spark plasma–sintered magnesium composite (AZ91D-Ni–GNPs) using response surface methodology (RSM) approach. Arab. J. Sci. Eng. (2022). https://doi.org/10.1007/s13369-022-07012-z
Wu, J.; Jiang, Z.; Wan, L.; Song, H.; Abbass, K.: Robust optimization for precision product using Taguchi-RSM and desirability function. Arab. J. Sci. Eng. 46, 2803–2814 (2021). https://doi.org/10.1007/s13369-020-05326-4
NakhostinPanahi, P.; Mohajer, S.; Rasoulifard, M.H.: Photocatalytic of congo red decolorization in the presence of Ag/AgCl/TiO2 nanocomposite: optimization of process with Taguchi method. Arab. J. Sci. Eng. 46, 5619–5632 (2021). https://doi.org/10.1007/s13369-020-05157-3
Singh, J.; Singh, R.; Singh, H.: Investigations for improving the surface finish of FDM based ABS replicas by chemical vapor smoothing process: a case study. Assem. Autom. 37, 13–21 (2017). https://doi.org/10.1108/AA-12-2015-127
Jo, K.H.; Jeong, Y.S.; Lee, J.H., et al.: A study of post-processing methods for improving the tightness of a part fabricated by fused deposition modeling. Int. J. Precis. Eng. Manuf. 17, 1541–1546 (2016). https://doi.org/10.1007/s12541-016-0180-z
Garg, A.; Bhattacharya, A.; Batish, A.: On surface finish and dimensional accuracy of FDM parts after cold vapor treatment. Mater. Manuf. Process. 31, 522–529 (2016). https://doi.org/10.1080/10426914.2015.1070425
McCullough, E.J.; Yadavalli, V.K.: Surface modification of fused deposition modeling ABS to enable rapid prototyping of biomedical microdevices. J. Mater. Process. Technol. 213, 947–954 (2013). https://doi.org/10.1016/j.jmatprotec.2012.12.015
Galantucci, L.M.; Lavecchia, F.; Percoco, G.: Experimental study aiming to enhance the surface finish of fused deposition modeled parts. CIRP Ann. Manuf. Technol. 58, 189–192 (2009)
Kulkarni, P.; Dutta, D.: On the integration of layered manufacturing and material removal processes. J. Manuf. Sci. Eng. Trans. ASME 122, 100–108 (2000)
Williams, R.E.; Melton, V.L.: Abrasive flow finishing of stereolithography prototypes. Rapid Prototyp. J. 4, 56–67 (1998)
Leong, K.F.; Chua, C.K.; Chua, G.S.; Tan, C.H.: Abrasive jet deburring of jewellery models built by stereolithography apparatus (SLA). J. Mater. Process. Technol. 83, 36–47 (1998)
Pandey, P.M.; Reddy, N.V.; Dhande, S.G.: Improvement of surface finish by staircase machining in fused deposition modeling. J. Mater. Process. Technol. 132, 323–331 (2003)
İç, Y.T.; Akkoç, F.S.; Gümüşboğa, N.; Ballı, Z.: A new multi-response Taguchi-based goal programming model for sustainable turning process. Arab. J. Sci. Eng. 47, 3915–3928 (2022)
Kuo, C.C.; Su, S.J.: A simple method for improving surface quality of rapid prototype. Indian J. Eng. Mater. Sci. 20, 465–470 (2013)
Rajaguru, J.; Duke, M.; Au, C.: Development of rapid tooling by rapid prototyping technology and electroless nickel plating for low-volume production of plastic parts. Int. J. Adv. Manuf. Technol. 78, 31–40 (2015). https://doi.org/10.1007/s00170-014-6619-4
Daneshmand, S.; Aghanajafi, C.; Ahmadi Nadooshan, A.: The effect of chromium coating in RP technology for airfoil manufacturing. Sadhana 35, 569–584 (2010)
Equbal, A.; Sood, A.K.: Investigations on metallization in FDM build ABS part using electroless deposition method. J. Manuf. Process. 19, 22–31 (2015)
Kovacs, J.G., et al.: Thermal simulations and measurements for rapid tool inserts in injection molding applications. Appl. Therm. Eng. 85, 44–51 (2015)
Nguyen, T.K.; Lee, B.-K.: Post-processing of FDM parts to improve surface and thermal properties. Rapid Prototyp. J. 24, 1091–1100 (2018)
Nguyen, T.K.; Chau, M.Q.; Do, T.C.; Pham, A.D.: Characterization of geometrical parameters of plastic bottle shredder blade utilizing a two-step optimization method. Arch. Mech. Eng. 68, 253–269 (2021)
Bergman, T.L.; Lavine, A.S.; Incropera, F.P.: Fundamentals of Heat and Mass Transfer, 7th edn. Wiley, New York (2011)
Lienhard, I.J.H.; Lienhard, V.J.H.: A Heat Transfer Textbook. Phlogiston Press, London (2013)
Brinken, F.; Potente, H.: Some considerations of heat-transfer problems in thermoforming. Polym. Eng. Sci. 20, 1009–1014 (1980)
Puehringer, J.F.; Zitzenbacher, G.; Spreitzer, C.: Study of heat absorption in thermoforming for transparent and filled polystyrene. Int. Polym. Process. 28, 14–23 (2013)
Throne, J.L.: Methods of heating sheet. In: Throne, J.L. (Ed.) Understanding Thermoforming, 2nd edn., pp. 101–127. Hanser, Munich (2008)
Acknowledgements
The authors would like to thank Xuan Chien Nguyen, Hoang Anh Duong Pham, Manh Hung Pham, Trung Phi Nguyen (Faculty of Mechanical Engineering, Industrial University of Ho Chi Minh City, Ho Chi Minh City, Vietnam) for their support in the experiment process.
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Nguyen, T.K., Chau Duc, K. & Pham, AD. Characterization of an FDM-3D Printed Moldcore in a Thermoforming Process Using Taguchi in Conjunction with Lumped-Capacitance Method. Arab J Sci Eng 48, 11989–12000 (2023). https://doi.org/10.1007/s13369-023-07646-7
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DOI: https://doi.org/10.1007/s13369-023-07646-7