Abstract
This paper aims to develop the multi response optimization technique for predict and select the optimal setting of machining parameters while machining AISI 4340 steel using utility concept. The experimental studies in machining were carried out under varying conditions of process parameters, such as cutting speed (v), feed (f) and different cooling conditions (i.e. dry, wet and cryogenic in which liquid nitrogen used as a coolant) by using uncoated tungsten carbide insert tool. Experiments were carried out as per Taguchi’s L9 orthogonal array with the utility concept and multi response optimization were performed for minimization of specific cutting force (K S ) and surface roughness (R a ). Further statistical analysis of variation (ANOVA) and analysis of mean (ANOM) were used to determine the effect of process parameters on responses K S and R a based on their P value and F value at 95 % confidence level. The optimization results proved that, cutting speed 57 m/min, feed 0.248 mm/min and cryogenic cooling is required for minimizes K S and R a .
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Singh J. Experimental investigation for tool life enhancement of single point cutting tool with cryogenic treatment. M.Tech. Thesis, P.T.U. Jalandhar (2008), pp. 12–47
H.S. Aujla, R. Singh, Applications of cryogenic treatment for enhancing the machining properties of titanium alloy (Ti–6Al–4V). Manuf. Technol. Today 7, 22–26 (2008)
Singh K. Study the effect of cryogenic treatment on various tools for machining cost reduction: A case study. M.Tech. Thesis, P.T.U. Jalandhar (2009), pp. 10–32
E.J.A. Armarego, R.H. Brown, The Machining of Metals (Prentice-Hall, New Jersey, 1969)
G. Boothroyd, Fundamentals of Metal Machining (Edward Arnold, Washington, 1965)
M.A.E.I. Baradie, Cutting fluids: part I. Characterisation. J. Mater. Process. Technol. 56, 789–797 (1996)
V.N. Gaitondea, S.R. Karnik, J. Davim Paulo, Selection of optimal MQL and cutting conditions for enhancing machinability in turning of brass. J. Mater. Process. Technol. 204, 459–464 (2008)
S.Y. Hong, Y. Ding, Cooling approaches and cutting temperatures in cryogenic machining of Ti–6Al–4V. Int. J. Mach. Tools Manuf. 41(10), 1417–1437 (2001)
R. Werthem, J. Rotberg, Influence of high pressure flushing through the rake face of the tool. Ann. CIRP 41(1), 101–106 (1992)
A. Attanasio, M. Gelfi, C. Giardini, C. Remino, Minimal quantity lubrication in turning: effect on tool wear. Wear 60, 333–338 (2006)
A.K. Nandy, M.C. Gowrishankar, S. Paul, Some studies on high-pressure cooling in turning of Ti–6Al–4V. Int. J. Mach. Tools Manuf. 49, 182–198 (2009)
E.W. Bartley. Machinery(E), vol 83 (1953)
W.S. Hollis, The application of controlled atmosphere in machining of metals. Int. J. Mach. Tool. Des. 1, 59–78 (1961)
K. Uhera, S. Kumagai, Chip formation, surface roughness, cutting forces and tool wear in cryogenic machining. Ann. CIRP 17, 1 (1968)
A.B. Chattopadhyay, T.K. Roy, A. Bhattacharyya, Application of cryogenics in metal cutting. J. Inst. Eng. 75, 25–30 (1972)
S. Paul, N.R. Dhar, A.B. Chattopadhyay, Beneficial effects of cryogenic cooling over dry and wet machining on tool wear and surface finish in turning AISI 1060 steel. J. Mater. Process. Technol. 116, 44–48 (2001)
S.Y. Hong, I. Markus, W. Jeong, New cooling approach and tool life improvement in cryogenic machining of titanium alloy Ti–6Al–4V. Int. J. Mach. Tools Manuf. 41, 2245–2260 (2001)
O. Çakir, M. Kiyak, E. Altan, Comparison of gases applications to wet and dry cuttings in turning. J. Mater. Process. Technol. 153–154, 35–41 (2004)
J. Liu, R. Han, Y. Sun, Research on experiments and action mechanism with water vapor as coolant and lubricant in Green cutting. Int. J. Mach. Tools Manuf. 45, 687–694 (2005)
N.R. Dhar, M. Kamruzzaman, Cutting temperature, tool wear, surface roughness and dimensional deviation in turning of AISI 4037 steel under cryogenic condition. Int. J. Mach. Tools Manuf. 47, 754–759 (2007)
N.B. Fredj, H. Sidhom, C. Braham, Ground surface improvement of the austenitic stainless steel AISI 304 using cryogenic cooling. Surf. Coat. Technol. 200(16–17), 4846–4860 (2006)
G. Manimaran, M.P. Kumar, Effect of cryogenic cooling and sol–gel alumina wheel on grinding performance of AISI 316 stainless steel. Arch. Civil Mech. Eng. 13(3), 304–312 (2013)
G. Manimaran, M.P. Kumar, R. Venkatasamy, Influence of cryogenic cooling on surface grinding of stainless steel 316. Cryogenics 59, 76–83 (2014)
J. Gisip, R. Gazo, H.A. Stewart, Effects of cryogenic treatment and refrigerated air on tool wear when machining medium density fiberboard. J. Mater. Process. Technol. 209, 5117–5122 (2009)
S.L. Truesdale, Y.C. Shin, Microstructural analysis and machinability improvement of udimet 720 via cryogenic milling. Mach. Sci. Technol. 13, 1–19 (2009)
P. Kumar, P.B. Barua, J.L. Gaindhar, Quality optimization (multi-characteristic) through Taguchi’s technique and utility concept. Qual. Reliab. Eng. Int. 16, 475–485 (2000)
M.S. Phadke, Quality Engineering Using Robust Design (Prentice Hall, Englewood Cliffs, NJ, 1989)
P.J. Ross, Taguchi Techniques for Quality Engineering (McGraw-Hill, New York, 1996)
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The authors gratefully acknowledge the help and laboratory facilities extended to them by NIT, Hamirpur.
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Gupta, M.K., Sood, P.K. Optimizing Multi Characterstics in Machining of AISI 4340 Steel Using Taguchi’s Approach and Utility Concept. J. Inst. Eng. India Ser. C 97, 63–69 (2016). https://doi.org/10.1007/s40032-015-0201-1
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DOI: https://doi.org/10.1007/s40032-015-0201-1