Effect of Cutting Parameters on Surface Roughness in Dry Drilling of AISI D2 Tool Steel by Using Taguchi Method
Abstract
Hard drilling of AISI D2 reportedly produce accelerated wear to the cutting tool that detrimental to the surface finish. This paper presents the effect of drilling tool and drilling parameters by using Taguchi method to produce minimum surface roughness under dry conditions. The experiments were conducted using high speed steel (HSS) based drilling tools, coated with various coating layer (uncoated, TiN and TiCN) on material AISI D2 tool steel. Two cutting parameters, spindle speed and feed rate, each at three levels were considered. An L9 array, the signal-to-noise (S/N) ratio and the analysis of variance (ANOVA) were employed to analyze the significant and percentage of each parameters for minimum surface roughness. The results revealed that the drilling tools gave main affects the surface roughness based on the highest percentage distribution (95%), followed by the spindle speed (3%) and feed rate (0.4%). Further, the results of ANOVA indicated that the combination of optimum parameter recorded as drilling tools HSS-TiCN with spindle speed of 680 rpm and feed rate of 206.25 mm/min.
Downloads
References
A. N. Siddiquee, Z. A. Khan, P. Goel, M. Kumar, G. Agarwal, and N. Z. Khan, “Optimization of Deep Drilling Process Parameters of AISI 321 Steel Using Taguchi Method”, Procedia Materials Science, vol. 6, pp. 1217-1225, 2014.
T. Kivak, G. Samtas, and A. Çicek, “Taguchi Method Based Optimization of Drilling Parameters in Drilling of AISI 316 Steel with PVD Monolayer and Multilayer Coated HSS Drills”, Measurement, vol. 45, pp. 1547-1557, 2012.
MD. A. Amran, S. Salmah, N. I. S. Hussein, R. A. Raja Izamshah, A. B. Mohd Hadzley, S. Sivarao , M. S. Kasim, and M. A. Sulaiman, “Effects of Machine Parameters on Surface Roughness Using Response Surface Method in Drilling Process”, Procedia Engineering, vol. 68, pp. 24-29, 2013.
M. Amran, S. Salmah, M. Sanusi, M. Yuhazri, N. Mohamad, M. A. Azam, Z. Abdullah and E. Mohamad, “Surface Roughness Optimization in Drilling Process Using Response Surface Method (RSM)”, Journal Teknologi, Special Issue on Recent Research in Tribology. vol. 66, no. 3, pp. 547-557, 2014.
Shapiro, “Finite Element Modeling of Hot Stamping”, Steel Research International, vol. 80, pp. 658, 2009.
A. Çiçek, T. Kıvak, and G. Samtaş, “Application of Taguchi Method for Surface Roughness and Roundness Error in Drilling of AISI 316 Stainless Steel”, Strojniški Vestnik - Journal of Mechanical Engineering, vol. 58, no. 3, pp. 165-174, 2012.
M. C. Kang, K. H. Kim, S. H. Shin, S. H. Jang, J. H. Park and C. Kim, “Effect of The Minimum Quantity Lubrication in High-Speed End-Milling of AISI D2 Cold Worked Die Steel (62 HRC) by Coated Carbide Tools”, Surface and Coatings Technology, vol. 202, no. 22-23, pp. 5621-5624, 2008.
Y. Kaplan, O. Senol, A. R. Motorcu and M. Nalbant, “Investigation of The Effects of Machining Parameters on The Thrust Force and Cutting Torque in The Drilling of AISI D2 And AISI D3 Cold Work Tool Steels”, Indian Journal of Engineering and Materials Sciences, vol. 21, no. 2, pp. 128-138, 2014.
M. Takacs and B. Z. Farkas, “Hard cutting of AISI D2 steel”, in Proceedings of the 3rd International Conference on Mechanical Engineering and Mechatronics, Prague, Czech Republic, 2014, pp. 14-15.
A. Srithar, K. Palanikumar and B. Durgaprased, “Experimental Investigation and Surface roughness Analysis on Hard turning of AISI D2 Steel using Coated Carbide Insert“, Procedia Engineering, vol. 97, pp. 72-77, 2014.
O. Mohd Hairizal, A. B. Mohd Hadzley, T. Nor Fauzi, M. Nurul Jannah, W. Mohd Khalid, A. Mohd Nazri, M. Nurul Ain and AB. R. Mohd Hidayat, “Optimization of Drilling Parameters in Diameter Accuracy on Dry Drilling Process of AISI D2 Tool Steel”, in Proceedings of Mechanical Engineering Research Day, 2017, pp. 105-106.
O. Mohd Hairizal, AB. R. Mohd Hidayat, A. Mohd Nazri, W. Mohd Khalid and M. Nurul Ain, “ Optimization of Drilling Parameter on Diameter Accuracy in Dry Drilling Process of AISI D2 Tool Steel”, International Journal of Applied Engineering Research, vol.12, no. 20, pp. 9644-9652, 2017.
S. Garg and R.K.Goyal , “A study of Surface Roughness in Drilling of AISI H11 Die Steel Using Face Centered Design”, International Journal for Innovative Research in Science & Technology, vol.1, pp. 464-474, 2015.
A. B. Mohd Hadzley, M. R. Nurul Fatin, R. A. Raja Izamshah, N. I. S. Hussein, A. Siti Sarah and S. Sivarao, “Surface Integrity of A High Speed Milling FC300 Gray Cast Iron”, Applied Mechanics and Materials, vol. 465-466, pp. 642-646, 2014.
S. Gurmeet, J. Vivek , G. Dheerai, and G. Aman, “Optimization of Process Parameters for Drilled Hole Quality Characteristics During Cortical Bone Drilling Using Taguchi Method”, Journal of The Mechanical Behavior of Biomedical Materials, vol. 62, pp. 355-365,2016.
R. J. Talib, S. M. Firdaus, N. I. Ismail, M. Hisyam Basri, H. M. Ariff, “Wear Mechanism of TiCN and TiALN Coated Drill in Drilling of Carbon Steel”, Journal Teknologi. Engineering Design and Materials Integrity, vol. 76, no. 9, pp. 19-23, 2015.