How to cite this paper
Zerti, O., Yallese, M., Zerti, A., Belhadi, S & Girardin, F. (2018). Simultaneous improvement of surface quality and productivity using grey relational analysis based Taguchi design for turning couple (AISI D3 steel/ mixed ceramic tool (Al2O3 + TiC)).International Journal of Industrial Engineering Computations , 9(2), 173-194.
Refrences
Asiltürk, I., & Akkuş, H. (2011). Determining the effect of cutting parameters on surface roughness in hard turning using the Taguchi method. Measurement, 44(9), 1697-1704.
Al-Ahmari, A. M. A. (2007). Predictive machinability models for a selected hard material in turning operations. Journal of Materials Processing Technology, 190(1), 305-311.
Aouici, H., Bouchelaghem, H., Yallese, M. A., Elbah, M., & Fnides, B. (2014). Machinability investigation in hard turning of AISI D3 cold work steel with ceramic tool using response surface methodology. The International Journal of Advanced Manufacturing Technology, 73(9-12), 1775-1788.
Aslan, E., Camuşcu, N., & Birgören, B. (2007). Design optimization of cutting parameters when turning hardened AISI 4140 steel (63 HRC) with Al2O3+ TiCN mixed ceramic tool. Materials & design, 28(5), 1618-1622.
Bouzid, L., Boutabba, S., Yallese, M. A., Belhadi, S., & Girardin, F. (2014). Simultaneous optimization of surface roughness and material removal rate for turning of X20Cr13 stainless steel. The International Journal of Advanced Manufacturing Technology, 74(5-8), 879-891.
Balasubramanian, S., Ganapathy, S. (2011). Grey Relational Analysis to determine optimum process parameters for Wire Electro Discharge Machining (WEDM). International Journal of Engineering Science and Technology, 3(1), 95-101.
Bouchelaghem, H., Yallese, M. A., Mabrouki, T., Amirat, A., & Rigal, J. F. (2010). Experimental investigation and performance analyses of CBN insert in hard turning of cold work tool steel (D3). Machining Science and Technology, 14(4), 471-501.
Bensouilah, H., Aouici, H., Meddour, I., Yallese, M.A., Mabrouki, T., Girardin, F. (2016). Performance of coated and uncoated mixed ceramic tools in hard turning process. Measurement, 82, 1–18.
Bouzid, L., Yallese, M. A., Chaoui, K., Mabrouki, T., & Boulanouar, L. (2015). Mathematical modeling for turning on AISI 420 stainless steel using surface response methodology. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 229(1), 45-61.
Davim, J. P., & Figueira, L. (2007a). Comparative evaluation of conventional and wiper ceramic tools on cutting forces, surface roughness, and tool wear in hard turning AISI D2 steel. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 221(4), 625-633.
Davim, J. P., & Figueira, L. (2007b). Machinability evaluation in hard turning of cold work tool steel (D2) with ceramic tools using statistical techniques. Materials & design, 28(4), 1186-1191.
Dabade, U.A. (2013). Multi-objective process Optimization to Improve Surface Integrity on Turned Surface of Al/SiCp Metal Matrix Composites Using Grey Relational Analysis. Procedia CIRP, Forty Sixth CIRP Conference on Manufacturing Systems, 7, 299 – 304.
Gaitonde, V. N., Karnik, S. R., Figueira, L., & Davim, J. P. (2009). Analysis of machinability during hard turning of cold work tool steel (type: AISI D2). Materials and Manufacturing Processes, 24(12), 1373-1382.
Günay, M., Kaçal, A., & Turgut, Y. (2011). Optimization of machining parameters in milling of Ti-6Al-4V alloy using Taguchi method. e-Journal of New World Sciences Academy, 6(1), 1A0165.
Hassan, K., Kumar, A., & Garg, M. P. (2012). Experimental investigation of Material removal rate in CNC turning using Taguchi method. International Journal of Engineering Research and Applications, 2(2), 1581-1590.
Hanafi, I., Khamlichi, A., Cabrera, F. M., Almansa, E., & Jabbouri, A. (2012). Optimization of cutting conditions for sustainable machining of PEEK-CF30 using TiN tools. Journal of Cleaner Production, 33, 1-9.
Jailani, H. S., Rajadurai, A., Mohan, B., Kumar, A. S., & Sornakumar, T. (2009). Multi-response optimisation of sintering parameters of Al–Si alloy/fly ash composite using Taguchi method and grey relational analysis. The International Journal of Advanced Manufacturing Technology, 45(3), 362-369.
Kuram, E., & Ozcelik, B. (2013). Multi-objective optimization using Taguchi based grey relational analysis for micro-milling of Al 7075 material with ball nose end mill. Measurement, 46(6), 1849-1864.
Karuppusami, G., & Gandhinathan, R. (2006). Pareto analysis of critical success factors of total quality management: A literature review and analysis. The TQM magazine, 18(4), 372-385.
Lin, C. L. (2004). Use of the Taguchi method and grey relational analysis to optimize turning operations with multiple performance characteristics. Materials and manufacturing processes, 19(2), 209-220.
Lindman, H.R. (1992). Analysis of variance in experimental design. Springer-Verlag, New York, USA.
Meddour, I., Yallese, M. A., Khattabi, R., Elbah, M., & Boulanouar, L. (2015). Investigation and modeling of cutting forces and surface roughness when hard turning of AISI 52100 steel with mixed ceramic tool: cutting conditions optimization. The International Journal of Advanced Manufacturing Technology, 77(5-8), 1387-1399.
Makadia, A. J., & Nanavati, J. I. (2013). Optimisation of machining parameters for turning operations based on response surface methodology. Measurement, 46(4), 1521-1529.
Neseli, S., Yaldız, S., & Türkes, E. (2011). Optimization of tool geometry parameters for turning operations based on the response surface methodology. Measurement, 44(3), 580–587.
Nalbant, M., Gökkaya, H., & Sur, G. (2007). Application of Taguchi method in the optimization of cutting parameters for surface roughness in turning. Materials & design, 28(4), 1379-1385.
Haq, A. N., Marimuthu, P., & Jeyapaul, R. (2008). Multi response optimization of machining parameters of drilling Al/SiC metal matrix composite using grey relational analysis in the Taguchi method. The International Journal of Advanced Manufacturing Technology, 37(3), 250-255.
Ross, P.J. (1996). Taguchi techniques for quality engineering. McGraw-Hill International Editions, Singapore.
Singh, D., & Rao, P. V. (2007). A surface roughness prediction model for hard turning process. The International Journal of Advanced Manufacturing Technology, 32(11), 1115-1124.
Singh, R., & Dureja, J.S. (2014). Comparing Taguchi method and RSM for optimizing flank wear and surface roughness during hard turning of AISI D3 steel. Proceedings of the International Conference on Research and Innovations in Mechanical Engineering, India, 139-152.
Taguchi, G. (1986). Introduction to Quality Engineering. Asian Productivity Organisation, Tokyo, Japan.
Wang, M. Y., & Lan, T. S. (2008). Parametric optimization on multi-objective precision turning using grey relational analysis. Information Technology Journal, 7(7), 1072-1076.
Yallese, M. A., Rigal, J. F., Chaoui, K., & Boulanouar, L. (2005). The effects of cutting conditions on mixed ceramic and cubic boron nitride tool wear and on surface roughness during machining of X200Cr12 steel (60 HRC). Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 219(1), 35-55.
Yallese, M. A., Boulanouar, L., & Chaoui, K. (2004). Usinage de l'acier 100Cr6 trempé par un outil en nitrure de bore cubique. Mechanics & Industry, 5(4), 355-368.
Zerti, O., Yallese, M.A., Belhadi, S., & Bouzid, L. (2017a). Taguchi design of experiments for optimization and modeling of surface roughness when dry turning X210Cr12 steel. Springer International Publishing Switzerland T. Boukharouba et al. (eds.), Applied Mechanics, Behavior of Materials, and Engineering Systems, Lecture Notes in Mechanical Engineering, DOI 10.1007/978-3-319-41468-3_22.
Zerti, O., Yallese, M. A., Khettabi, R., Chaoui, K., & Mabrouki, T. (2017b). Design optimization for minimum technological parameters when dry turning of AISI D3 steel using Taguchi method. The International Journal of Advanced Manufacturing Technology, 89(5-8), 1915-1934.
Zahia, H., Athmane, Y., Lakhdar, B., & Tarek, M. (2015). On the application of response surface methodology for predicting and optimizing surface roughness and cutting forces in hard turning by PVD coated insert. International Journal of Industrial Engineering Computations, 6(2), 267-284.
Zahia, H., Nabil, K., MA, Y., Mabrouki, T., Ouelaa, N., & Rigal, J. F. (2013). Turning roughness model based on tool-nose displacements. Mechanics, 19(1), 112-119.
Zhang, J. Z., Chen, J. C., & Kirby, E. D. (2007). Surface roughness optimization in an end-milling operation using the Taguchi design method. Journal of Materials Processing Technology, 184(1), 233-239.
Al-Ahmari, A. M. A. (2007). Predictive machinability models for a selected hard material in turning operations. Journal of Materials Processing Technology, 190(1), 305-311.
Aouici, H., Bouchelaghem, H., Yallese, M. A., Elbah, M., & Fnides, B. (2014). Machinability investigation in hard turning of AISI D3 cold work steel with ceramic tool using response surface methodology. The International Journal of Advanced Manufacturing Technology, 73(9-12), 1775-1788.
Aslan, E., Camuşcu, N., & Birgören, B. (2007). Design optimization of cutting parameters when turning hardened AISI 4140 steel (63 HRC) with Al2O3+ TiCN mixed ceramic tool. Materials & design, 28(5), 1618-1622.
Bouzid, L., Boutabba, S., Yallese, M. A., Belhadi, S., & Girardin, F. (2014). Simultaneous optimization of surface roughness and material removal rate for turning of X20Cr13 stainless steel. The International Journal of Advanced Manufacturing Technology, 74(5-8), 879-891.
Balasubramanian, S., Ganapathy, S. (2011). Grey Relational Analysis to determine optimum process parameters for Wire Electro Discharge Machining (WEDM). International Journal of Engineering Science and Technology, 3(1), 95-101.
Bouchelaghem, H., Yallese, M. A., Mabrouki, T., Amirat, A., & Rigal, J. F. (2010). Experimental investigation and performance analyses of CBN insert in hard turning of cold work tool steel (D3). Machining Science and Technology, 14(4), 471-501.
Bensouilah, H., Aouici, H., Meddour, I., Yallese, M.A., Mabrouki, T., Girardin, F. (2016). Performance of coated and uncoated mixed ceramic tools in hard turning process. Measurement, 82, 1–18.
Bouzid, L., Yallese, M. A., Chaoui, K., Mabrouki, T., & Boulanouar, L. (2015). Mathematical modeling for turning on AISI 420 stainless steel using surface response methodology. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 229(1), 45-61.
Davim, J. P., & Figueira, L. (2007a). Comparative evaluation of conventional and wiper ceramic tools on cutting forces, surface roughness, and tool wear in hard turning AISI D2 steel. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 221(4), 625-633.
Davim, J. P., & Figueira, L. (2007b). Machinability evaluation in hard turning of cold work tool steel (D2) with ceramic tools using statistical techniques. Materials & design, 28(4), 1186-1191.
Dabade, U.A. (2013). Multi-objective process Optimization to Improve Surface Integrity on Turned Surface of Al/SiCp Metal Matrix Composites Using Grey Relational Analysis. Procedia CIRP, Forty Sixth CIRP Conference on Manufacturing Systems, 7, 299 – 304.
Gaitonde, V. N., Karnik, S. R., Figueira, L., & Davim, J. P. (2009). Analysis of machinability during hard turning of cold work tool steel (type: AISI D2). Materials and Manufacturing Processes, 24(12), 1373-1382.
Günay, M., Kaçal, A., & Turgut, Y. (2011). Optimization of machining parameters in milling of Ti-6Al-4V alloy using Taguchi method. e-Journal of New World Sciences Academy, 6(1), 1A0165.
Hassan, K., Kumar, A., & Garg, M. P. (2012). Experimental investigation of Material removal rate in CNC turning using Taguchi method. International Journal of Engineering Research and Applications, 2(2), 1581-1590.
Hanafi, I., Khamlichi, A., Cabrera, F. M., Almansa, E., & Jabbouri, A. (2012). Optimization of cutting conditions for sustainable machining of PEEK-CF30 using TiN tools. Journal of Cleaner Production, 33, 1-9.
Jailani, H. S., Rajadurai, A., Mohan, B., Kumar, A. S., & Sornakumar, T. (2009). Multi-response optimisation of sintering parameters of Al–Si alloy/fly ash composite using Taguchi method and grey relational analysis. The International Journal of Advanced Manufacturing Technology, 45(3), 362-369.
Kuram, E., & Ozcelik, B. (2013). Multi-objective optimization using Taguchi based grey relational analysis for micro-milling of Al 7075 material with ball nose end mill. Measurement, 46(6), 1849-1864.
Karuppusami, G., & Gandhinathan, R. (2006). Pareto analysis of critical success factors of total quality management: A literature review and analysis. The TQM magazine, 18(4), 372-385.
Lin, C. L. (2004). Use of the Taguchi method and grey relational analysis to optimize turning operations with multiple performance characteristics. Materials and manufacturing processes, 19(2), 209-220.
Lindman, H.R. (1992). Analysis of variance in experimental design. Springer-Verlag, New York, USA.
Meddour, I., Yallese, M. A., Khattabi, R., Elbah, M., & Boulanouar, L. (2015). Investigation and modeling of cutting forces and surface roughness when hard turning of AISI 52100 steel with mixed ceramic tool: cutting conditions optimization. The International Journal of Advanced Manufacturing Technology, 77(5-8), 1387-1399.
Makadia, A. J., & Nanavati, J. I. (2013). Optimisation of machining parameters for turning operations based on response surface methodology. Measurement, 46(4), 1521-1529.
Neseli, S., Yaldız, S., & Türkes, E. (2011). Optimization of tool geometry parameters for turning operations based on the response surface methodology. Measurement, 44(3), 580–587.
Nalbant, M., Gökkaya, H., & Sur, G. (2007). Application of Taguchi method in the optimization of cutting parameters for surface roughness in turning. Materials & design, 28(4), 1379-1385.
Haq, A. N., Marimuthu, P., & Jeyapaul, R. (2008). Multi response optimization of machining parameters of drilling Al/SiC metal matrix composite using grey relational analysis in the Taguchi method. The International Journal of Advanced Manufacturing Technology, 37(3), 250-255.
Ross, P.J. (1996). Taguchi techniques for quality engineering. McGraw-Hill International Editions, Singapore.
Singh, D., & Rao, P. V. (2007). A surface roughness prediction model for hard turning process. The International Journal of Advanced Manufacturing Technology, 32(11), 1115-1124.
Singh, R., & Dureja, J.S. (2014). Comparing Taguchi method and RSM for optimizing flank wear and surface roughness during hard turning of AISI D3 steel. Proceedings of the International Conference on Research and Innovations in Mechanical Engineering, India, 139-152.
Taguchi, G. (1986). Introduction to Quality Engineering. Asian Productivity Organisation, Tokyo, Japan.
Wang, M. Y., & Lan, T. S. (2008). Parametric optimization on multi-objective precision turning using grey relational analysis. Information Technology Journal, 7(7), 1072-1076.
Yallese, M. A., Rigal, J. F., Chaoui, K., & Boulanouar, L. (2005). The effects of cutting conditions on mixed ceramic and cubic boron nitride tool wear and on surface roughness during machining of X200Cr12 steel (60 HRC). Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 219(1), 35-55.
Yallese, M. A., Boulanouar, L., & Chaoui, K. (2004). Usinage de l'acier 100Cr6 trempé par un outil en nitrure de bore cubique. Mechanics & Industry, 5(4), 355-368.
Zerti, O., Yallese, M.A., Belhadi, S., & Bouzid, L. (2017a). Taguchi design of experiments for optimization and modeling of surface roughness when dry turning X210Cr12 steel. Springer International Publishing Switzerland T. Boukharouba et al. (eds.), Applied Mechanics, Behavior of Materials, and Engineering Systems, Lecture Notes in Mechanical Engineering, DOI 10.1007/978-3-319-41468-3_22.
Zerti, O., Yallese, M. A., Khettabi, R., Chaoui, K., & Mabrouki, T. (2017b). Design optimization for minimum technological parameters when dry turning of AISI D3 steel using Taguchi method. The International Journal of Advanced Manufacturing Technology, 89(5-8), 1915-1934.
Zahia, H., Athmane, Y., Lakhdar, B., & Tarek, M. (2015). On the application of response surface methodology for predicting and optimizing surface roughness and cutting forces in hard turning by PVD coated insert. International Journal of Industrial Engineering Computations, 6(2), 267-284.
Zahia, H., Nabil, K., MA, Y., Mabrouki, T., Ouelaa, N., & Rigal, J. F. (2013). Turning roughness model based on tool-nose displacements. Mechanics, 19(1), 112-119.
Zhang, J. Z., Chen, J. C., & Kirby, E. D. (2007). Surface roughness optimization in an end-milling operation using the Taguchi design method. Journal of Materials Processing Technology, 184(1), 233-239.