EXPERIMENTAL INVESTIGATION AND COMPARATIVE STUDY OF CNC MILLING PROCESS PARAMETER BY FACTORIAL METHODS WITH TAGUCHI METHOD ON ALUMINUM ALLOY

Authors

  • K Nagamani Assistant Professor Department of Mechanical Engineering, Annamacharya University, Rajampet
  • Dr. B Venkatesh Assistant Professor Department of Mechanical Engineering, Annamacharya University, Rajampet
  • N Keerthi Assistant Professor Department of Mechanical Engineering, Annamacharya University, Rajampet

DOI:

https://doi.org/10.29121/shodhkosh.v4.i2.2023.2650

Keywords:

CNC Milling, One Factor at a Time (OFAT), Taguchi Method, Aluminum Alloy 6061, Material Removal Rate (MRR), Surface Roughness (Ra), Temperature, Process Optimization

Abstract [English]

This study explores the comparative effectiveness of the One Factor at a Time (OFAT) and Taguchi methods in optimizing CNC milling parameters for aluminum alloy 6061. The primary aim is to enhance the material removal rate (MRR) and minimize surface roughness (Ra) and temperature under both coolant and non-coolant conditions. A systematic approach is employed, involving a series of CNC milling experiments where depth of cut, feed rate, and spindle speed are varied. By utilizing both one factor at a time and Taguchi methods, this research seeks to identify the most influential factors affecting MRR, Ra, and temperature. The Taguchi method is applied for its robust design capabilities, while the one factor at a time method isolates individual parameters to assess their impact. The Percentage of Variation in Ra and temperature, with and without coolant, is analyzed for both methods to determine their efficacy in process optimization. Through nine experimental trials, the study aims to ascertain which method provides superior results in terms of optimizing MRR and reducing Ra and temperature. The findings will offer significant insights into the effectiveness of each method, contributing to the improvement of CNC milling processes. This research not only advances the understanding of process optimization in CNC machining but also provides practical recommendations for selecting the most suitable optimization approach based on specific machining objectives.

References

Datta S., Nandi G., Bandyopadhyay A. and Pal P.K., 2009a. Application of PCA based hybrid Taguchi method for multi-criteria optimization of submerged arc weld: A case study, International Journal of Advanced Manufacturing Technology, Vol. 45. DOI: https://doi.org/10.1007/s00170-009-1976-0

Sanjit Moshat, Saurav Datta, Asish Bandyopadhyay, and Pradip Kumar Pal. "Optimization of CNC end milling process parameters using PCA-based Taguchi method." Phys. Rev. E 97, 012345 (2024).

Datta S., Nandi G. and Bandyopadhyay A, 2009b. Application of entropy measurement technique in grey based Taguchi method for solution of correlated multiple response optimization problems: A case study in welding, Journal of Manufacturing Systems,(in press) DOI: 10.1016/j.jmsy.2009.08.001. DOI: https://doi.org/10.1016/j.jmsy.2009.08.001

Kopac J. and Krajnik P., 2007. Robust design of flank milling parameters based on grey-Taguchi method, Journal of Material Processing Technology, Vol. 191. DOI: https://doi.org/10.1016/j.jmatprotec.2007.03.051

E.O. Ezugwu, J. Bonney, Y. Yamane, An overview of the machinability of aeroengine

ys, J. Mater. Process. Technol. 134 (2) (2003) DOI: https://doi.org/10.1038/nmat842

M.T. Antar, S.L. Soo, D.K. Aspinwall, D. Jones, R. Perez, Productivity and workpiece surface integrity when WEDM aerospace alloys using coated wires, Procedia Eng. 19 (2011) DOI: https://doi.org/10.1016/j.proeng.2011.11.071

Ghani J.A., Choudhury I.A. and Hassan H.H., 2004. Application of Taguchi method in the optimization of end milling parameters, Journal of Material Processing Technology, Vol. 145 DOI: https://doi.org/10.1016/S0924-0136(03)00865-3

Mohammed T. Hayajneh, Montasser S. Tahat, Joachim Bluhm,2007,A Study of the effects of Machining Parameters on the Surface Roughness in the End –Milling process, Jordan Journal of Mechanical and Industrial Engineering,vol.1 .

Downloads

Published

2023-12-31

How to Cite

Nagamani, K., Venkatesh, B., & Keerthi, N. (2023). EXPERIMENTAL INVESTIGATION AND COMPARATIVE STUDY OF CNC MILLING PROCESS PARAMETER BY FACTORIAL METHODS WITH TAGUCHI METHOD ON ALUMINUM ALLOY. ShodhKosh: Journal of Visual and Performing Arts, 4(2), 1552–1564. https://doi.org/10.29121/shodhkosh.v4.i2.2023.2650