Effect of input parameters on residual stress in dry machining of hardened steel [En31] with CBN cutting tool –Coactive Neuro –Fuzzy Interface System Approach

M. V. R. D. Prasad*, G. Ranga Janardhana**
* Associate Professor, Department of Mechanical Engineering, VNR Vignana Jyothi Institute of Engineering & Technology, Hyderabad.
** Professor of Mechanical Engineering & Principal, JNTUK, UCE, Vizianagaram.
Periodicity:February - April'2011
DOI : https://doi.org/10.26634/jme.1.2.1406

Abstract

Dry machining is a machining process without coolant and it has more popular as a finishing process. The purpose of this paper was to obtain a comprehensive understanding of the relationship between input data i.e. speed, feed and depth of cut and output data i.e. residual stress during dry machining with CBN cutting tool on hardened steel [En31]. In present study L27 orthogonal array test plan was used.  Neuro fuzzy model [CANFIS] is developed and sensitivity analysis is carried out to measure the relative importance of the input parameters of the model and how the model output parameter varies in response to variation of an input.

Keywords

Dry Machining, Residual Stress, CANFIS and Sensitivity.

How to Cite this Article?

M. V. R. D. Prasad and G. Ranga Janardhana (2011). Effect Of Input Parameters On Residual Stress In Dry Machining Of Hardened Steel [EN31] With CBN Cutting Tool -Coactive Neuro -Fuzzy Interface System Approach. i-manager’s Journal on Mechanical Engineering, 1(2), 44-48. https://doi.org/10.26634/jme.1.2.1406

References

[1]. Zhang Xueping, Gao Erwel, C.Richard Liu (2009), “Optimization of process parameters of residual stresses for hard turned surfaces” Journal of Materials Processing Technology, xxx ,xxx-xxx.
[2]. J.C.Quteriro, J.C. Pina, R.M'Saoubi (2), F.Pusavec, I.S.Jawahir(1) (2008). “Analysis of residual stresses induced by dry turning of difficult – to – machine materials” CIRP Annals –Manufacturing Technology, 57,77-80.
[3]. Quteriro.J.C, Dias AM, Lebrun J L, Astakhov VP (2002). “Machining Residual Stresses in AISI 316L Steel and their correlation with the cutting parameters”, Machining Science and Technology, 6 (2):251 – 270.
[4]. Y.Matsumoto, F. Hasihimoto, G. Lahoi (1999).“Surface integrity generated by precision hard turning.” Annals CIRP, Vol.48/1, 59-62.
[5]. Jeffrey D. Thiele and Shreyes N. Melkote (2000). “Effect of tool edge geometry on work piece subsurface deformation and through thickness residual stresses for hard tuning of AISI 52100 steel”, Journal of Manufacturing Processes, Vol.2/No4.
[6]. N. Muthukrishnan, J. Paulo Davim (2009). “Optimization of machining parameters of Al/SiC-MMC with ANOVA and ANN analysis”, Journal of Materials Processing Technology, 209, 225-232.
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