Modeling and Optimization of Process Parameters for Surface roughness and Cutting Forces on End Milling using RSM and Taguchi Method
Abdu, H., Mohamed, S., Morad, A., Abd.Elhameed, A., Moustafa, M. (2024). Modeling and Optimization of Process Parameters for Surface roughness and Cutting Forces on End Milling using RSM and Taguchi Method. EKB Journal Management System, 6(1), 14-20. doi: 10.21608/jmr.2023.218223.1113
Hany Abdu; Sayed Mohamed; Adel Abd El-Mageed Morad; Abd.Elhameed Wazeer Abd.Elhameed; Moustafa Mahmoud Moustafa. "Modeling and Optimization of Process Parameters for Surface roughness and Cutting Forces on End Milling using RSM and Taguchi Method". EKB Journal Management System, 6, 1, 2024, 14-20. doi: 10.21608/jmr.2023.218223.1113
Abdu, H., Mohamed, S., Morad, A., Abd.Elhameed, A., Moustafa, M. (2024). 'Modeling and Optimization of Process Parameters for Surface roughness and Cutting Forces on End Milling using RSM and Taguchi Method', EKB Journal Management System, 6(1), pp. 14-20. doi: 10.21608/jmr.2023.218223.1113
Abdu, H., Mohamed, S., Morad, A., Abd.Elhameed, A., Moustafa, M. Modeling and Optimization of Process Parameters for Surface roughness and Cutting Forces on End Milling using RSM and Taguchi Method. EKB Journal Management System, 2024; 6(1): 14-20. doi: 10.21608/jmr.2023.218223.1113

Modeling and Optimization of Process Parameters for Surface roughness and Cutting Forces on End Milling using RSM and Taguchi Method

Journal of Modern Research
Article 4, Volume 6, Issue 1, January 2024, Page 14-20  XML PDF (1.38 MB)
Document Type: Research Articles
DOI: 10.21608/jmr.2023.218223.1113
View on SCiNiTO View on SCiNiTO
Authors
Hany Abdu email orcid 1; Sayed Mohamed2; Adel Abd El-Mageed Morad3; Abd.Elhameed Wazeer Abd.Elhameed4; Moustafa Mahmoud Moustafa2
1Production Engineering and Mechanical Design Department, Faculty of Engineering, Minia University,Egypt
2Production Engineering and mechanical Design Department, Faculty of Engineering, Minia University
3production and mechanical design department,Faculty of Engineering, Minia university, Minia, Egypt
4Production Technology Department, Faculty of Technology and Education, Beni-Suef University
Abstract
End milling is one of the most used machining techniques for removing metal from objects and milled surfaces. It is widely used in tools, aerospace, automotive, machine design, and production for joining other parts. Surface roughness is a crucial indicator of a product's technological excellence and a component that significantly affects manufacturing costs. The effects of several factors of the milling process, such as rotational speed, cutting speed, depth of cut, number of cutting edges and feed rate, find their influence on the surface finish. Surface roughness, cutting forces, and material removal rate were chosen as process responses. Taguchi method and the RSM in the evaluation and optimization of the machining parameters of end milling for the machining of Al 6063/SiO2 by using Minitab 19. The vertical milling machine was used to perform experiments based on the Taguchi L27 orthogonal array. The rotational speed, cutting speed, weight percentages of Nano SiO2 (1, 3 and 5), number of cutting edges, feed rate, and depth of cut were considered machining parameters.
According to ANOVA results, additions and cutting speed are the factors that have the greatest impact on the model metal removal rate.
Keywords
ANOVA; Stir casting; Surface roughness; CNC; RSM
Statistics
Article View: 105
PDF Download: 217