How to cite this paper
Shah, D & Bhavsar, S. (2019). An experimental investigation of tool nose radius and machining parameters on TI-6AL-4V (ELI) using grey relational analysis, regression and ANN models.International Journal of Data and Network Science, 3(3), 291-304.
Refrences
Akahori, T., & Niinomi, M. (1998). Fracture characteristics of fatigued Ti–6Al–4V ELI as an implant material. Materials Science and Engineering: A, 243(1–2), 237–243.
Anand, G., Alagumurthi, N., Elansezhian, R., Palanikumar, K., & Venkateshwaran, N. (2018). Investigation of drilling parameters on hybrid polymer composites using grey relational analysis, regression, fuzzy logic, and ANN models. Journal of the Brazilian Society of Mechanical Sciences and Engineering, 40(4).
Asiltürk, I., & Çunkaş, M. (2011). Modeling and prediction of surface roughness in turning operations using artificial neural network and multiple regression method. Expert Systems with Applications, 38(5), 5826–5832.
Ganta, V., Sagar, K. S., & Chakradhar, D. (2017). Multi objective optimisation of thermally enhanced machining parameters of Inconel 718 using grey relational analysis. International Journal of Machin-ing and Machinability of Materials, 19(1), 57-75.
Che-Haron, C. H., & Jawaid, A. (2005). The effect of machining on surface integrity of titanium alloy Ti-6% Al-4% v. Journal of Materials Processing Technology, 166(2), 188–192.
Gosai, M., & Bhavsar, S. N. (2016). Experimental Study on Temperature Measurement in Turning Operation of Hardened Steel (EN36). Procedia Technology, 23, 311–318.
Lee, H. S., Yoon, J. H., Park, C. H., Ko, Y. G., Shin, D. H., & Lee, C. S. (2007). A study on diffusion bonding of superplastic Ti-6Al-4V ELI grade. Journal of Materials Processing Technology, 187–188, 526–529.
Maiyar, L. M., Ramanujam, R., Venkatesan, K., & Jerald, J. (2013). Optimization of machining parameters for end milling of Inconel 718 super alloy using Taguchi based grey relational analysis. Procedia Engineering, 64, 1276–1282.
Moura, R. R., da Silva, M. B., Machado, ??lisson R., & Sales, W. F. (2015). The effect of application of cutting fluid with solid lubricant in suspension during cutting of Ti-6Al-4V alloy. Wear, 332–333, 762–771.
Nalbant, M., Gökkaya, H., Toktaş, I., & Sur, G. (2009). The experimental investigation of the effects of uncoated, PVD- and CVD-coated cemented carbide inserts and cutting parameters on surface roughness in CNC turning and its prediction using artificial neural networks. Robotics and Computer-Integrated Manufacturing, 25(1), 211–223.
Narutaki, N., Murakoshi, A., Motonishi, S., & Takeyama, H. (1983). Study on Machining of Titanium Alloys. CIRP Annals - Manufacturing Technology, 32(1), 65–69.
Nath, C., Kapoor, S. G., & Srivastava, A. K. (2017). Finish turning of Ti-6Al-4V with the atomization-based cutting fluid (ACF) spray system. Journal of Manufacturing Processes, 28, 464–471.
Niinomi, M. (1998). Mechanical properties of biomedical titanium alloys. Materials Science and Engineering: A, 243(1–2), 231–236.
Prasad, Y. V. R. K., Seshacharyulu, T., Medeiros, S. C., & Frazier, W. G. (2001). Influence of oxygen content on the forging response of equiaxed (α+β) preform of Ti-6Al-4V: Commercial vs. ELI grade. Journal of Materials Processing Technology, 108(3), 320–327.
Ren, J., Zhou, J., & Wei, J. (2015). Optimization of cutter geometric parameters in end milling of titanium alloy using the grey-taguchi method. Advances in Mechanical Engineering, 7(2).
Sarıkaya, M., & Güllü, A. (2015). Multi-response optimization of minimum quantity lubrication parame-ters using Taguchi-based grey relational analysis in turning of difficult-to-cut alloy Haynes 25. Journal of Cleaner Production, 91, 347-357.
Sulaiman, M.A., Che Haron, C.H. , Ghani, J.A., & Kasim, M. S. (2013). Optimization of Turning Parameters for Titanium Alloy Ti-6Al-4V ELI Using the Response Surface Method (RSM). Journal of Advanced Manufacturing Technology, 7(2), 11–28.
Tamilselvi, S., Raman, V., & Rajendran, N. (2006). Corrosion behaviour of Ti-6Al-7Nb and Ti-6Al-4V ELI alloys in the simulated body fluid solution by electrochemical impedance spectroscopy. Electrochimica Acta, 52(3), 839–846.
Valera, H. Y., & Bhavsar, S. N. (2014). Experimental investigation of surface roughness and power consumption in turning operation of EN 31 Alloy steel. Procedia Technology, 14, 528–534.
Vinayagamoorthy, R., & Anthony Xavior, M. (2014). Parametric optimization on multi-objective precision turning using grey relational analysis. Procedia Engineering, 97, 299–307.
Xie, J., Luo, M. J., Wu, K. K., Yang, L. F., & Li, D. H. (2013). Experimental study on cutting temperature and cutting force in dry turning of titanium alloy using a non-coated micro-grooved tool. International Journal of Machine Tools and Manufacture, 73, 25–36.
Yildiz, T., Irez, A. B., & Sur, G. (2016, July). Effect of cementite carbide tool coating type and tool radius on cutting performance. In Mechanical and Aerospace Engineering (ICMAE), 2016 7th International Conference on (pp. 78-82). IEEE.
Anand, G., Alagumurthi, N., Elansezhian, R., Palanikumar, K., & Venkateshwaran, N. (2018). Investigation of drilling parameters on hybrid polymer composites using grey relational analysis, regression, fuzzy logic, and ANN models. Journal of the Brazilian Society of Mechanical Sciences and Engineering, 40(4).
Asiltürk, I., & Çunkaş, M. (2011). Modeling and prediction of surface roughness in turning operations using artificial neural network and multiple regression method. Expert Systems with Applications, 38(5), 5826–5832.
Ganta, V., Sagar, K. S., & Chakradhar, D. (2017). Multi objective optimisation of thermally enhanced machining parameters of Inconel 718 using grey relational analysis. International Journal of Machin-ing and Machinability of Materials, 19(1), 57-75.
Che-Haron, C. H., & Jawaid, A. (2005). The effect of machining on surface integrity of titanium alloy Ti-6% Al-4% v. Journal of Materials Processing Technology, 166(2), 188–192.
Gosai, M., & Bhavsar, S. N. (2016). Experimental Study on Temperature Measurement in Turning Operation of Hardened Steel (EN36). Procedia Technology, 23, 311–318.
Lee, H. S., Yoon, J. H., Park, C. H., Ko, Y. G., Shin, D. H., & Lee, C. S. (2007). A study on diffusion bonding of superplastic Ti-6Al-4V ELI grade. Journal of Materials Processing Technology, 187–188, 526–529.
Maiyar, L. M., Ramanujam, R., Venkatesan, K., & Jerald, J. (2013). Optimization of machining parameters for end milling of Inconel 718 super alloy using Taguchi based grey relational analysis. Procedia Engineering, 64, 1276–1282.
Moura, R. R., da Silva, M. B., Machado, ??lisson R., & Sales, W. F. (2015). The effect of application of cutting fluid with solid lubricant in suspension during cutting of Ti-6Al-4V alloy. Wear, 332–333, 762–771.
Nalbant, M., Gökkaya, H., Toktaş, I., & Sur, G. (2009). The experimental investigation of the effects of uncoated, PVD- and CVD-coated cemented carbide inserts and cutting parameters on surface roughness in CNC turning and its prediction using artificial neural networks. Robotics and Computer-Integrated Manufacturing, 25(1), 211–223.
Narutaki, N., Murakoshi, A., Motonishi, S., & Takeyama, H. (1983). Study on Machining of Titanium Alloys. CIRP Annals - Manufacturing Technology, 32(1), 65–69.
Nath, C., Kapoor, S. G., & Srivastava, A. K. (2017). Finish turning of Ti-6Al-4V with the atomization-based cutting fluid (ACF) spray system. Journal of Manufacturing Processes, 28, 464–471.
Niinomi, M. (1998). Mechanical properties of biomedical titanium alloys. Materials Science and Engineering: A, 243(1–2), 231–236.
Prasad, Y. V. R. K., Seshacharyulu, T., Medeiros, S. C., & Frazier, W. G. (2001). Influence of oxygen content on the forging response of equiaxed (α+β) preform of Ti-6Al-4V: Commercial vs. ELI grade. Journal of Materials Processing Technology, 108(3), 320–327.
Ren, J., Zhou, J., & Wei, J. (2015). Optimization of cutter geometric parameters in end milling of titanium alloy using the grey-taguchi method. Advances in Mechanical Engineering, 7(2).
Sarıkaya, M., & Güllü, A. (2015). Multi-response optimization of minimum quantity lubrication parame-ters using Taguchi-based grey relational analysis in turning of difficult-to-cut alloy Haynes 25. Journal of Cleaner Production, 91, 347-357.
Sulaiman, M.A., Che Haron, C.H. , Ghani, J.A., & Kasim, M. S. (2013). Optimization of Turning Parameters for Titanium Alloy Ti-6Al-4V ELI Using the Response Surface Method (RSM). Journal of Advanced Manufacturing Technology, 7(2), 11–28.
Tamilselvi, S., Raman, V., & Rajendran, N. (2006). Corrosion behaviour of Ti-6Al-7Nb and Ti-6Al-4V ELI alloys in the simulated body fluid solution by electrochemical impedance spectroscopy. Electrochimica Acta, 52(3), 839–846.
Valera, H. Y., & Bhavsar, S. N. (2014). Experimental investigation of surface roughness and power consumption in turning operation of EN 31 Alloy steel. Procedia Technology, 14, 528–534.
Vinayagamoorthy, R., & Anthony Xavior, M. (2014). Parametric optimization on multi-objective precision turning using grey relational analysis. Procedia Engineering, 97, 299–307.
Xie, J., Luo, M. J., Wu, K. K., Yang, L. F., & Li, D. H. (2013). Experimental study on cutting temperature and cutting force in dry turning of titanium alloy using a non-coated micro-grooved tool. International Journal of Machine Tools and Manufacture, 73, 25–36.
Yildiz, T., Irez, A. B., & Sur, G. (2016, July). Effect of cementite carbide tool coating type and tool radius on cutting performance. In Mechanical and Aerospace Engineering (ICMAE), 2016 7th International Conference on (pp. 78-82). IEEE.