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Development of Screw-Based 3D Printing Machine and Process Experiments for Short Fiber Reinforced Polymer Composites

Thanapat Sangkharat, Laongdaw Techawinyutham

Abstract


3D printing is one of the flexible additive manufacturing (AM) processes that can be used to fabricate parts from various types of materials such as polymers, metal, and ceramic. 3D printing process is one of the famous techniques for printing the product from the filament causing material degradation. Granule-based 3D printing or screw-based material extrusion 3D printing is an alternative process that can create the parts from plastic or composite granule raw materials. However, there are limited use and study in the designation of granule-based 3D printing and process parameters including material temperature, heat bed temperature, nozzle size, and printing speed. These process parameters play a significant role in the properties of 3D printing parts. Some parameters cannot be adjusted in the commercial 3D printing process. Thus, the purposes of this study are to develop a screw-based material extrusion 3D printing machine that can freely adjust the process parameters and to investigate the effect of 3D printing parameters on the appearance and mechanical properties of printed parts. Pellets of neat acrylonitrile butadiene styrene (ABS) and short glass fiber/ABS composites are used in the experiments. Six process parameters were studied, including % fiberglass, printing temperature, printing speed, nozzle size, % Infill, and heat bed temperature. Each parameter has 3 levels, which were designed by the Taguchi L18 method. The results were evaluated by the main effect plot method and showed that the printing speed, nozzle size, and %fiberglass are the top 3 parameters that affect tensile strength. The nozzle size, %infill, and %fiberglass are the top 3 parameters that affect Young’s modulus. The granule-based 3D printing machine was completely developed; however, the extruded plastic line from the nozzle was difficult to control resulting in poor product quality. Thus, the feedback control for controlling the screw-extruder speed and temperature will be developed in future work.


Keywords



[1] M. Pant, R. M. Singari, P. K. Arora, G. Moona, and H. Kumar, “Wear assessment of 3-D printed parts of PLA (polylactic acid) using Taguchi design and Artificial Neural Network (ANN) technique,” Materials Research Express, vol. 7, Nov. 2020, Art. no. 115307.

 

[2] R. Teharia, G. Kaur, and M. J. Akhtar, “Impact of additive manufacturing in value creation methods Applications and Challenges,” in ICAPIE 2019, 2021, pp. 543–554.

 

[3] B. Devarajan, R. L. Narasimhan, B. Venkateswaran, S. M. Rangappa, and S. Siengchin, “Additive manufacturing of jute fiber reinforced polymer composites: A concise review of material forms and methods,” Polymer Composites, vol. 43, pp. 6735–6748, Jun. 2022, doi:10.1002/pc.26789.

 

[4] M. Priyadharshini, D. Balaji, V. Bhuvaneswari, L. Rajeshkumar, S. M. Rangappa, and S. Siengchin, “Fiber reinforced composite manufacturing with the aid of artificial intelligence – A state-of-the-art review,” Archives of Computational Methods in Engineering, vol. 29, pp. 5511–5524, Jun. 2022, doi: 10.1007/s11831-022-09775-y.

 

[5] Q. Yan, H. Dong, J. Su, J. Han, B. Song, Q. Wei, and Y. Shi, “A review of 3D printing technology for medical applications,” Engineering, vol. 4, pp. 729–742, Oct. 2018, doi: 10.1016/j.eng. 2018.07.021.

 

[6] P. Tack, J. Victor, P. Gemmel, and A. Lieven, “3D-printing techniques in a medical setting: A systematic literature review,” BioMedical Engineering OnLine, vol. 15, Oct. 2016, Art. no. 115.

 

[7] S. Wang, X. Chen, X. Han, X. Hong, X. Li, H. Zhang, M. Li, Z. Wang, and A. Zheng, “A review of 3D printing technology in pharmaceutics: Technology and applications, now and future,” Pharmaceutics, vol. 15, Jan. 2023, Art. no. 416.

 

[8] S. Kuntanapreeda and D. Hess, “Opening access to space by maximizing utilization of 3D printing in launch vehicle design and production,” Applied Science and Engineering Progress, vol. 14, pp. 143–145, Jun. 2021, doi: 10.14416/ j.asep.2020.12.002.

 

[9] A. Aslan and Y. Celik, “A literature review on 3D printing technologies in education,” International Journal of 3D Printing Technologies and Digital Industry, vol. 6, pp. 592–613, Dec. 2022, doi: 10.46519/ij3dptdi.1137028.

 

[10] A. Jandyal, I. Chaturvedi, I. Wazir, A. Raina, and M. U. Haq, “3D printing – A review of processes, materials and applications in industry 4.0,” Sustainable Operations and Computers, vol. 3, pp. 33–42, Oct. 2021, doi: 10.1016/j.susoc.2021. 09.004.

 

[11] S. Singh, G. Singh, C. Prakash, and S. Ramakrishna, “Current status and future directions of fused filament fabrication,” Journal of Manufacturing Processes, vol. 55, pp. 288–306, Apr. 2020, doi: 10.1016/j.jmapro.2020. 04.049.

 

[12] E. G. Gordeev, A. S. Galushko, and V. P. Ananikov, “Improvement of quality of 3D printed objects by elimination of microscopic structural defects in fused deposition modeling,” PLoS One, vol. 13, Jun. 2018, Art. no. e0198370.

 

[13] C. Hu and Q. H. Qin, “Advances in fused deposition modeling of discontinuous fiber/ polymer composites,” Current Opinion in Solid State and Materials Science, vol. 24, Oct. 2020, Art. no. 100867.

 

[14] J. W. Choi, F. Medina, C. Kim, D. Espalin, D. Rodriguez, B. Stucker, and R. Wicker, “Development of a mobile fused deposition modeling system with enhanced manufacturing flexibility,” Journal of Materials Processing Technology, vol. 211, pp. 424–432, Mar. 2011, doi: 10.1016/j.jmatprotec. 2010.10.019.

 

[15] J. Mireles, H. C. Kim, I. H. Lee, D. Espalin, F. Medina, E. MacDonald, and R. Wicker, “Development of a fused deposition modeling system for low melting temperature metal alloys,” Journal of Electronic Packaging, vol. 135, Mar. 2013, Art. no. 011008.

 

[16] W. C. Lee, C. C. Wei, and S. C. Chung, “Development of a hybrid rapid prototyping system using low-cost fused deposition modeling and five-axis machining,” Journal of Materials Processing Technology, vol. 214, pp. 2366–2374, Nov. 2014, doi: 10.1016/j.jmatprotec.2014.05.004.

 

[17] S. Maidin, J. H. U. Wong, A. S. Mohamed, and S. B. Mohamed, “Effect of vacuum assisted fused deposition modeling on 3D printed ABS microstructure,” International Journal of Applied Engineering Research, vol. 12, pp. 4877–4881, Jan. 2017.

 

[18] S. Maidin, A. S. Mohamed, S. Akmal, S. B. Mohamed, and J. H. U. Wong, “Feasibility study of vacuum technology integrated fused deposition modeling to reduce staircase effect,” Journal of Fundamental and Applied Sciences, vol. 10, pp. 633–645, Mar. 2018.

 

[19] E. S. Heras, F. B. Haro, J. M. D. A. del Burgo, M. I. Marcos, and R. D’Amato, “Filament advance detection sensor for fused deposition modelling 3D printers,” Sensors, vol. 18, May 2018, Art. no. 1495.

 

[20] A. M. Al-Ahmari, O. Abdulhameed, and A. A. Khan, “An automatic and optimal selection of parts orientation in additive manufacturing,” Rapid Prototyping Journal, vol. 24, pp. 698–708, May 2018, doi: 10.1108/RPJ-12-2016-0208.

 

[21] M. Ramesh, L. Rajeshkumar, and D. Balaji, “Influence of process parameters on the properties of additively manufactured fiber-reinforced polymer composite materials: A review,” Journal of Materials Engineering and Performance, vol. 30, pp. 4792–4807, May 2021, doi: 10.1007/ s11665-021-05832-y.

 

[22] A. Dogru, A. Sozen, G. Neser, and M. O. Seydibeyoglu, “Effects of aging and infill pattern on mechanical properties of hemp reinforced PLA composite produced by fused filament fabrication (FFF),” Applied Science and Engineering Progress, vol. 14, pp. 651–660, Aug. 2021, doi: 10.14416/j.asep. 2021.08.007.

 

[23] C. Abeykoon, P. Sri-Amphorn, and A Fernando, “Optimization of fused deposition modeling parameters for improved PLA and ABS 3D printed structures,” International Journal of Lightweight Materials and Manufacture, vol. 3, pp. 284–297, May 2020, doi: 10.1016/j.ijlmm. 2020.03.003.

 

[24] M. Kamaal, M. Anas, H. Rastogi, N. Bhardwaj, and A. Rahaman, “Effect of FDM process parameters on mechanical properties of 3D-printed carbon fibre-PLA composite,” Progress in Additive Manufacturing, vol. 6, pp. 63–69, Feb. 2021, doi: 10.1007/s40964-020-00145-3.

 

[25] R. Omer, H. S. Mali, and S. K. Singh, “Tensile performance of additively manufactured short carbon fibre-PLA composites: Neural networking and GA for prediction and optimization,” Plastics, Rubber and Composites, vol. 49, pp. 271–280, Mar. 2020, doi: 10.1080/14658011. 2020.1744371.

 

[26] V. D. P. Rao, P. Rajiv, and V. N. Geethika, “Effect of fused deposition modelling (FDM) process parameters on tensile strength of carbon fibre PLA,” Materials Today: Proceedings, vol. 18, pp. 2012–2018, Nov. 2019, doi: 10.1016/j.matpr. 2019.06.009.

 

[27] Y. Y. Lim, A. Miskon, A. M. A. Zaidi, M. M. H. M. Ahmad, and M. A. Bakar, “Structural characterization analyses of low brass filler biomaterial for hard tissue implanted scaffold applications,” Materials, vol. 15, Feb. 2022, Art. no. 1421.

 

[28] Y. Y. Lim, A. Miskon, and A. M. A. Zaidi, “Structural strength analyses for low brass filler biomaterial with anti-trauma effects in articular cartilage scaffold design,” Materials, vol. 15, Jun. 2022, Art. no. 4446.

 

[29] Y. Y. Lim, A. Miskon, and A. M. A. Zaidi, “CuZn complex used in electrical biosensors for drug delivery systems,” Materials, vol. 15, Nov. 2022, Art. no. 7672.

 

[30] Y. Y. Lim, A. M. A. Zaidi, and A. Miskon, “Combining copper and zinc into a biosensor for anti-chemoresistance and achieving osteosarcoma therapeutic efficacy,” Molecules, vol. 28, Mar. 2023, Art. no. 2920.

 

[31] Standard test method for tensile properties of plastics, ASTM Standard D638−14, 2022.

 

[32] N. Kumar, P. K. Jain, P. Tandon, and P. M. Pandey, “Extrusion-based additive manufacturing process for producing flexible parts,” Journal of the Brazilian Society of Mechanical Sciences and Engineering, vol. 40, Feb. 2018, Art. no. 143.

 

[33] N. Kumar, P. K. Jain, P. Tandon, and P. M. Pandey, “Experimental investigations on suitability of polypropylene (PP) and ethylene vinyl acetate (EVA) in additive manufacturing,” Materials Today: Proceedings, vol. 5, pp. 4118–4127, Mar. 2018, doi: 10.1016/j.matpr.2017. 11.672.

 

[34] D. Jiang and D. E. Smith, “Anisotropic mechanical properties of oriented carbon fiber filled polymer composites produced with fused filament fabrication,” Additive Manufacturing, vol. 18, pp. 84–94, Dec. 2017, doi: 10.1016/j.addma. 2017. 08.006.

 

[35] R. Teharia, R. M. Singari, and H. Kumar, “Optimization of process variables for additive manufactured PLA based tensile specimen using taguchi design and artificial neural network (ANN) technique,” Materials Today: Proceedings, vol. 56, pp. 3426–3432, Apr. 2022, doi: 10.1016/j.matpr.2021.10.376.

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DOI: 10.14416/j.asep.2023.11.005

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