Multi-objective Optimization of FDM Using Hybrid Genetic Algorithm-Based Multi-criteria Decision-Making (MCDM) Techniques

Satish Chinchanikar1, Sourabh Shinde2, Avez Shaikh1, Vaibhav Gaikwad, Nitin Ambhore1
1Vishwakarma Institute of Information Technology, Pune, Maharashtra, India
2College of Engineering Pune, Pune, India

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B.C. Gross, J.L. Erkal, S.Y. Lockwood, C. Chen, D.M. Spence, Evaluation of 3D Printing and Its Potential Impact on Biotechnology and the Chemical Sciences, American Chemical Society, ACS Publications (2014). https://doi.org/10.1021/ac403397r

S.H. Masood, Advances in Fused Deposition Modeling, Swinbume University of Technology, Melbourne, Elsevier (2014)

B. Singh, R. Kumar, J. Singh Chohan, Multi-objective optimization of 3D Printing process using genetic algorithm for fabrication of copper reinforced ABS parts. Mater. Today: Proc. https://doi.org/10.1016/j.matpr.2021.06.2

A. Cerro, P.E. Romero, O. Yiğit, A. Bustillo, Use of machine learning algorithms for surface roughness prediction of printed parts in polyvinyl butyral via fused deposition modelling. Int. J. Adv. Manuf. Technol. (2021). https://doi.org/10.1007/s00170-021-07300-2

K. Chen, L. Yu, Y. Cui, M. Jia, K. Pan, Optimization of printing parameters of 3D-printed continuous glass fibre reinforced polylactic acid composites. Thin-Walled Struct. https://doi.org/10.1016/j.tws.2021.107717

D. Cristian, Effects of Raster Orientation, Infill Rate and Infill pattern on the Mechanical Properties of 3d Printed Materials, ActaUiversitatisCibiniensis—Technical Series Vol. Lxix 2017, “Lucian Blaga” University Of Sibiu (2017)

J. Fernandes, M. Leite, A. Dues, L. Reis, M.F. Vaz, Study of the influence of 3d printing parameters on the mechanical properties of pla, in 3rd International Conference on Progress in Additive Manufacturing (Pro-AM 2018) 14–17 May 2018, Singapore.

J. Du, Z. Wei, X. Wang, J. Wang, Z. Chen, An improved fused deposition modeling process for forming large-size thin-walled parts. J. Mater. Process. Technol. https://doi.org/10.1016/j.jmatprotec.2016.04.005

D. Pollard, C. Ward, G. Herrmann, J. Etches, The manufacture of honeycomb cores using fused deposition modeling. Adv. Manuf.-Polym. Comput. 3, 21–31 (2017). https://doi.org/10.1080/20550340.2017.1306337

R.M. Taylor, B. Niakin, N. Lira, G. Sabine, J. Lee, C. Conklin, S. Advirkar, Design optimization, fabrication, and testing of a 3D printed aircraft structure using fused deposition modeling, in AIAA Scitech 2020 Forum, vol. 1924 (2020). https://doi.org/10.2514/6.2020-1924

M. LaleganiDezaki, M.K.A.M. Ariffin, A. Serjouei, A. Zolfagharian, S. Hatami, M. Bodaghi, Influence of infill patterns generated by CAD and FDM 3D printer on surface roughness and tensile strength properties. Appl. Sci. 11, 7272 (2021). https://doi.org/10.3390/app11167272

R.D. Bintara, D.Z. Lubis, Y.R.A. Pradana, The effect of layer height on the surface roughness in 3D Printed Polylactic Acid (PLA) using FDM 3D printing, in 2021 IOP Conf. Series: Materials Science and Engineering. https://doi.org/10.1088/1757-899X/1034/1/012096

O. Ibhadode, Z. Zhang, A. Bonakdar, E. Toyserkani, IbIPP for topology optimization—an image-based initialization and post-processing code written in MATLAB. SoftwareX. https://doi.org/10.1016/j.softx.2021.100701

F. Kazi, C.A. Waghmare, M.S. Sohani, Multi-objective optimization of machining parameters in hybrid powder-mixed EDM process by response surface methodology and normalized fuzzy logic algorithm. Int. J. Interact. Des. Manuf. 15, 695–706 (2021). https://doi.org/10.1007/s12008-021-00788-8

Z. Pavić, V. Novoselac, Notes on TOPSIS method. Int. J. Res. Eng. Sci. 1(2), 5–12 (2013)

G. Sakthivel, M. Ilangkumaran, A. Gaikwad, A hybrid multicriteria decision modeling approach for the best biodiesel blend selection based on ANP-TOPSIS analysis. Ain. Shams. Eng. J. 6(1), 239–256 (2015)

S. Chinchanikar, J.K. Katiyar, O. Manav, Multi-objective optimization of turning of titanium alloy under minimum quantity lubrication. J. Optim. Ind. Eng. 15(1), 243–260 (2022)

E. Roszkowska, Multi-criteria decision-making models by applying the TOPSIS method to crisp and interval data. Mult. Criteria Dec. Mak. 6, 200–230 (2011)

D. Julong, Introduction to grey system theory. J. Grey Syst. 1(1), 1–24 (1989)