A study for the optimization of cutting forces based on the Taguchi method

Bu çalışmada, eğik tornalama işleminde optimum kesme kuvvetlerini bulmak için, en güçlü kalite kontrol ve optimizasyon metotlarından biri olan Taguchi metodu kullanılmıştır. Ç1050 çeliğinin HSS kesme kalemi ile eğik tornalanmasında kesme performansını etkileyen optimum kesme kuvvetlerinin bulunması için Ortogonal diziler, S/N oranı ve Varyans Analizi yönteminden de faydalanılmıştır. Deneysel sonuçlar bu yöntemin etkinliğini göstermiştir.

Kesme kuvvetlerinin Taguchi metoduyla optimizasyonuna yönelik bir çalışma

In this study, the Taguchi method which is a powerful tool to design optimization for quality is used to find the optimal cutting forces for oblique turning operations. An orthogonal array, the signal-to-noise (S/N) ratio, and the analysis of variance (ANOVA) are employed to investigate the cutting force characteristics of Ç1050 steel bars using HSS cutting tools. Through this study, not only can the optimal cutting forces for turning operations be obtained, but also the main cutting parameters that affect the cutting performance in oblique turning operations can be found. Experimental results are provided to confirm the effectiveness of this approach.

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  • 1.Abuelnaga,A.M., El-Dardiry,M.A., “Optimization methods for metal cutting”, Int. J. Mach. Tool Des. Res. 24 (1), 1–18, 1984.
  • 2.Oxley,P.L.B., “Modelling machining processes with a view to their optimization and the adaptive control of metal cutting machine tools”, Robot. Comput.-Integrated Manuf. 4, 103–119, 1988.
  • 3.Chryssolouris,G., Guillot,M., “A comparison of statistical and AI approaches to the selection of process parameters in intelligent machining”, ASME J. Eng. Ind. 112, 122–131, 1990.
  • 4.Yao,Y., Fang,X.D., “Modelling of multivariate time series for tool wear estimation in finish turning”, Int. J. Mach. Tools Manuf. 32 (4), 495–508, 1992.
  • 5.Zhou,C., Wysk,R.A., “An integrated system for selecting optimum cutting speeds and tool replacement times”, Int. J. Mach. Tools Manuf. 32 (5) (1992) 695–707.
  • 6.Chua,M.S., Rahman,M., Wong,Y.S., Loh,H.T., “Determination of optimal cutting conditions using design of experiments and optimization techniques”, Int. J. Mach. Tools Manuf. 33 (2) 297–305, (1993).
  • 7.Yang,W.H., Tarng,Y.S., “Design Optimization of cutting parameters for turning operations based on the Taguchi method”, 84, 122-129, 1988.
  • 8.Taguchi,G., “Introduction to Quality Engineering”, Asian Productivity Organization, Tokyo, 1990.
  • 9.Ross,P.J., “Taguchi Techniques for Quality Engineering”, Mc-Graw-Hill, New York, 1988.
  • 10. Peace,G.S., “Taguchi Methods: A Hand-on Approach”, Addison-Wesley, Reading, MA, 1993.
  • 11. Bendell,A., Disney,J., Pridmore,W.A., “Taguchi Methods: Applications in World Industry”, IFS Publications, UK, 1989.
  • 12. Montgomery,D.C., “Design and Analysis of Experiments”, Wiley, Singapore, 1991.
  • 13. Fisher,R.A., “Statistical Methods for Research Workers”, Oliver and Boyd, London, 1925