Enhancing Hard Turning Performance: The Crucial Role of Cutting Parameters and Tool Geometry
Enhancing Hard Turning Performance: The Crucial Role of Cutting Parameters and Tool Geometrye Constraints |
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© 2025 by IJETT Journal | ||
Volume-73 Issue-2 |
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Year of Publication : 2025 | ||
Author : Pham Minh Duc, Hieu Giang Le |
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DOI : 10.14445/22315381/IJETT-V73I2P107 |
How to Cite?
Pham Minh Duc, Hieu Giang Le, "Enhancing Hard Turning Performance: The Crucial Role of Cutting Parameters and Tool Geometry," International Journal of Engineering Trends and Technology, vol. 73, no. 2, pp. 73-91, 2025. Crossref, https://doi.org/10.14445/22315381/IJETT-V73I2P107
Abstract
Hard turning has emerged as a prominent alternative to traditional grinding due to its advantages, including improved productivity, flexibility, and cost efficiency. However, conventional machining techniques are ineffective for hard turning because of their unique challenges, rendering traditional turning theories inapplicable. Although numerous studies have explored the effects of cutting parameters and tool materials on hard-turning performance, a comprehensive understanding of this process remains limited. This paper provides a comprehensive and systematic analysis of how cutting conditions and tool geometry affect key performance characteristics in hard turning. It also discusses recent advancements in achieving smooth surfaces and compares the effectiveness of hard turning versus grinding, highlighting both economic and technical benefits. Additionally, the paper reviews advanced modeling and optimization techniques used in various studies. These insights offer valuable references for researchers and practitioners to optimize hard-turning processes, enhancing manufacturing efficiency and product quality.
Keywords
Hard turning, Cutting forces, Cutting temperature, Tool wear, Surface roughness.
References
[1] Wilfried König, A. Berktold, and K.F. Koch, “Turning Versus Grinding - A Comparison of Surface Integrity Aspects and Attainable Accuracies,” CIRP Annals, vol. 42, no. 1, pp. 39-43, 1993.
[CrossRef] [Google Scholar] [Publisher Link]
[2] Jing Ying Zhang, “Process Optimization for Machining of Hardened Steels,” Ph.D. Thesis, Georgia Institute of Technology, pp. 1-24, 2005.
[Google Scholar] [Publisher Link]
[3] Wit Grzesik, Mechanics of Cutting and Chip Formation, Machining Hard Materials, Springer, London, pp. 87-114, 2011.
[CrossRef] [Google Scholar] [Publisher Link]
[4] Yong Huang, Y. Kevin Chou, and Steven Y. Liang, “CBN Tool Wear in Hard Turning: A Survey on Research Progresses,” The International Journal of Advanced Manufacturing Technology, vol. 35, no. 5-6, pp. 443-456, 2007.
[CrossRef] [Google Scholar] [Publisher Link]
[5] Fundamentals of Hard Turning, Gosiger, 2019. [Online]. Available: https://www.gosiger.com/fundamentals-of-hard-turning
[6] A. Noorul Haq, and T. Tamizharasan, “Investigation of the Effects of Cooling in Hard Turning Operations,” International Journal of Advanced Manufacturing Technology, vol. 30, pp. 808-816, 2006.
[CrossRef] [Google Scholar] [Publisher Link]
[7] J. Paulo Davim, Machining of Hard Materials, Springer London, 2011.
[CrossRef] [Google Scholar] [Publisher Link]
[8] Hamdi Aouici et al., “Analysis of Surface Roughness and Cutting Force Components in Hard Turning with CBN Tool: Prediction Model and Cutting Conditions Optimization,” Measurement, vol. 45, no. 3, pp. 344-353, 2012.
[CrossRef] [Google Scholar] [Publisher Link]
[9] Ali Hosseini, and Hossam A. Kishawy, Cutting Tool Materials and Tool Wear, Machining of Titanium Alloys, Springer, Berlin, Heidelberg, pp. 31-56, 2014.
[CrossRef] [Google Scholar] [Publisher Link]
[10] Manu Dogra et al., “Tool Wear, Chip Formation and Workpiece Surface Issues in CBN Hard Turning: A Review,” International Journal of Precision Engineering and Manufacturing, vol. 11, pp. 341-358, 2010.
[CrossRef] [Google Scholar] [Publisher Link]
[11] Vincent Dessoly, Shreyes N. Melkote, and Christophe Lescalier, “Modeling and Verification of Cutting Tool Temperature in Rotary Tool Turning of Hardened Steels,” International Journal of Machine Tools and Manufacture, vol. 44, no. 14, pp. 1463-1470, 2004.
[CrossRef] [Google Scholar] [Publisher Link]
[12] Anselmo Eduardo Diniz, and Adilson José de Oliveira, “Hard Turning of Interrupted Surfaces Using CBN Tool,” Journal of Materials Processing Technology, vol. 195, no. 1-3, pp. 275-281, 2008.
[CrossRef] [Google Scholar] [Publisher Link]
[13] Wit Grzesik, “Influence of Tool Wear on Surface Roughness in HT Using Differently Shaped Ceramic Tools,” Wear, vol. 265, no. 3-4, pp. 327-335, 2008.
[CrossRef] [Google Scholar] [Publisher Link]
[14] Mohamed Athmane Yallese et al., “Hard Machining of Hardened Bearing Steel Using Cubic Boron Nitride Tool,” Journal of Material Processing Technology, vol. 209, no. 2, pp. 1092-1104, 2009.
[CrossRef] [Google Scholar] [Publisher Link]
[15] Khaider Bouacha et al., “Analysis and Optimization of Hard Turning Operation Using Cubic Boron Nitride Tool,” International Journal of Refractory Metals & Hard Materials, vol. 45, pp. 160-178, 2014.
[CrossRef] [Google Scholar] [Publisher Link]
[16] Khaider Bouacha et al., “Statistical Analysis of Surface Roughness and Cutting Forces Using Response Surface Methodology in Hard Turning of AISI 52100 Bearing Steel with CBN Tool,” International Journal of Refractory Metals and Hard Materials, vol. 28, no. 3, pp. 349-361, 2010.
[CrossRef] [Google Scholar] [Publisher Link]
[17] Aissa Laouissi et al., “Investigation, Modeling, and Optimization of Cutting Parameters in Turning of Gray Cast Iron Using Coated and Uncoated Silicon Nitride Ceramic Tools. Based on ANN, RSM, and GA Optimization,” International Journal of Advanced Manufacturing Technology, vol. 101, no. 1-4, pp. 523-548, 2018.
[CrossRef] [Google Scholar] [Publisher Link]
[18] Hamza Bensouilah et al., “The Performance of Coated and Uncoated Mixed Ceramic Tools in Hard Turning Process,” Measurement, vol. 82, pp. 1-18, 2016.
[CrossRef] [Google Scholar] [Publisher Link]
[19] K.V.B.S. Kumar, and S.K. Choudhury, “Investigation of Tool Wear and Cutting Force in Cryogenic Machining Using Design of Experiments,” Journal of Materials Processing Technology, vol. 203, no. 1-3, pp. 95-101, 2008.
[CrossRef] [Google Scholar] [Publisher Link]
[20] R. Suresh et al., “Machinability Investigations on Hardened AISI 4340 Steel Using Coated Carbide Insert,” International Journal of Refractory Metals and Hard Materials, vol. 33, pp. 75-86, 2012.
[CrossRef] [Google Scholar] [Publisher Link]
[21] Pardeep Kumar, and S.R. Chauhan, “Machinability Study on Finish Turning of AISI H13 Hot Working Die Tool Steel with Cubic Boron Nitride (CBN) Cutting Tool Inserts Using Response Surface Methodology (RSM),” Arabian Journal for Science and Engineering, vol. 40, pp. 1471-1485, 2015.
[CrossRef] [Google Scholar] [Publisher Link]
[22] N.A. Abukhshim, P.T. Mativenga, and M.A. Sheikh, “Heat Generation and Temperature Prediction in Metal Cutting: A Review and Implications for High-Speed Machining,” International Journal of Machine Tools & Manufacture, vol. 46, no. 7-8, pp. 782-800, 2006.
[CrossRef] [Google Scholar] [Publisher Link]
[23] M.B. Silva, and J. Wallbank, “Cutting Temperature: Prediction and Measurement Methods-A Review,” Journal of Materials Processing Technology, vol. 88, no. 1-3, pp. 195-202, 1999.
[CrossRef] [Google Scholar] [Publisher Link]
[24] Mozammel Mia, and Nikhil R. Dhar, “Response Surface and Neural Network Based Predictive Models of Cutting Temperature in Hard Turning,” Journal of Advanced Research, vol. 7, no. 6, pp. 1035-1044, 2016.
[CrossRef] [Google Scholar] [Publisher Link]
[25] Rajneesh Raghav, and Rahul S. Mulik, “Comparative Analysis Over Microstructural, Mechanical Properties and Cutting Performance of TiN, TiVN Coatings Deposited by Magnetron Sputtering on SiAlON Ceramic Tool Insert,” Surface and Coatings Technology, vol. 480, 2024.
[CrossRef] [Google Scholar] [Publisher Link]
[26] Ahmed A. Elsadek et al., “Prediction and Optimization of Cutting Temperature on Hard-Turning of AISI H13 Hot Work Steel,” SN Applied Sciences, vol. 2, 2020.
[CrossRef] [Google Scholar] [Publisher Link]
[27] Alexandre M. Abrão, David K. Aspinwall, and Mike L. H. Wise, Tool Life and Workpiece Surface Integrity Evaluations When Machining Hardened AISI H13 and AISI E52100 Steels with Conventional Ceramic and PCBN Tool Materials, Society of Manufacturing Engineers, 1995.
[Google Scholar]
[28] X.J. Ren et al., “Cutting Temperatures in Hard Turning Chromium Hardfacings with PCBN Tooling,” Journal of Materials Processing Technology, vol. 147, no. 1, pp. 38-44, 2004.
[CrossRef] [Google Scholar] [Publisher Link]
[29] H.A. Kishawy, “An Experimental Evaluation of Cutting Temperatures During High-Speed Machining of Hardened D2 Tool Steel,” Machining Science and Technology, vol. 6, pp. 67-79, 2002.
[CrossRef] [Google Scholar] [Publisher Link]
[30] Guilherme C. Rosa et al., “Wear Analysis of Ultra-Fine Grain Coated Carbide Tools in Hard Turning of AISI 420C Stainless Steel,” Wear, vol. 376-377, pp. 172-177, 2017.
[CrossRef] [Google Scholar] [Publisher Link]
[31] A. Davoudinejad, and M.Y. Noordin, “Effect of Cutting-Edge Preparation on Tool Performance in Hard-Turning of DF-3 Tool Steel with Ceramic Tools,” Journal of Mechanical Science and Technology, vol. 28, pp. 4727-4736, 2014.
[CrossRef] [Google Scholar] [Publisher Link]
[32] Samir Khamel, Nouredine Ouelaa, and Khaider Bouacha, “Analysis and Prediction of Tool Wear, Surface Roughness and Cutting Forces in Hard Turning with CBN Tool,” Journal of Mechanical Science and Technology, vol. 26, pp. 3605-3616, 2012.
[CrossRef] [Google Scholar] [Publisher Link]
[33] J.M. Zhou et al., “Effect of Chamfer Angle on Wear of PCBN Cutting Tool,” International Journal of Machine Tools and Manufacture, vol. 43, no. 3, pp. 301-305, 2003.
[CrossRef] [Google Scholar] [Publisher Link]
[34] The SECO Website, Seco Advanced Material Expert, Blogspot, 2015. [Online]. Available: https://cbnexpert.blogspot.com/2015/
[35] Y. Abidi, L. Boulanouar, and A. Amirat, “Experimental Study on Wear of Mixed Ceramic Tool and Correlation Analysis Between Surface Roughness and Cutting Tool Radial Vibrations During Hard Turning of AISI 52100 Steel,” Journal of Engineering Science and Technology, vol. 13, no. 4, pp. 943-963, 2018.
[Google Scholar] [Publisher Link]
[36] Gabriel C. Benga, and Alexandre M. Abrao, “Turning of Hardened 100Cr6 Bearing Steel with Ceramic and PCBN Cutting Tools,” Journal of Materials Processing Technology, vol. 143, pp. 237-241, 2003.
[CrossRef] [Google Scholar] [Publisher Link]
[37] T.M. El-Hossainy et al., “Cutting Parameter Optimization when Machining Different Materials,” Materials and Manufacturing Processes, vol. 25, no. 10, pp. 1101-1114, 2010.
[CrossRef] [Google Scholar] [Publisher Link]
[38] Hamdi Aouici et al., “Modeling and Optimization of Hard Turning of X38CrMoV5-1 Steel with CBN Tool: Machining Parameters Effects on Flank Wear and Surface Roughness,” Journal of Mechanical Science and Technology, vol. 25, no. 11, pp. 2843-2851, 2011.
[CrossRef] [Google Scholar] [Publisher Link]
[39] Sudhansu Ranjan Das, Asutosh Pandab, and Debabrata Dhupalb, “Hard Turning of AISI 4340 Steel Using Coated Carbide Insert: Surface Roughness, Tool Wear, Chip Morphology and Cost Estimation,” Materials Today: Proceedings, vol. 5, no. 2, pp. 6560-6569, 2018.
[CrossRef] [Google Scholar] [Publisher Link]
[40] Sudhansu Ranjan Das, Debabrata Dhupal, and Amaresh Kumar, “Study of Surface Roughness and Flank Wear in Hard Turning of AISI 4140 Steel with Coated Ceramic Inserts,” Journal of Mechanical Science and Technology, vol. 29, pp. 4329-4340, 2015.
[CrossRef] [Google Scholar] [Publisher Link]
[41] M.Y. Noordin et al., “Feasibility of Mild Hard Turning of Stainless Steel using Coated Carbide Tool,” International Journal of Advanced Manufacturing Technology, vol. 60, pp. 853-863, 2012.
[CrossRef] [Google Scholar] [Publisher Link]
[42] Jenn-Tsong Horng, Nun-Ming Liu, and Ko-Ta Chiang, “Investigating the Machinability Evaluation of Hadfield Steel in The Hard Turning with Al2O3/TiC Mixed Ceramic Tool Based on The Response Surface Methodology,” Journal of Materials Processing Technology, vol. 208, no. 1-3, pp. 532-541, 2008.
[CrossRef] [Google Scholar] [Publisher Link]
[43] A. Khellaf et al., “Comparative Assessment of Two Ceramic Cutting Tools on Surface Roughness in Hard Turning of AISI H11 Steel: Including 2D and 3D Surface Topography,” International Journal of Advanced Manufacturing Technology, vol. 89, no. 1-4, pp. 333-354, 2016.
[CrossRef] [Google Scholar] [Publisher Link]
[44] Oussama Zerti et al., “Design Optimization for Minimum Technological Parameters When Dry Turning of AISI D3 Steel Using Taguchi Method,” International Journal of Advanced Manufacturing Technology, vol. 89, no. 5-8, pp. 1915-1934, 2017.
[CrossRef] [Google Scholar] [Publisher Link]
[45] A. Srithar, K. Palanikumar, and B. Durgaprasad, “Experimental Investigation and Surface Roughness Analysis on Hard Turning of AISI D2 Steel Using Coated Carbide Insert,” Procedia Engineering, vol. 97, pp. 72-77, 2014.
[CrossRef] [Google Scholar] [Publisher Link]
[46] Mohamed Walid Azizi et al., “Design Optimization in Hard Turning of E19 Alloy Steel by Analyzing Surface Roughness, Tool Vibration and Productivity,” Structural Engineering and Mechanics, vol. 73, no. 5, pp. 501-513, 2020.
[CrossRef] [Google Scholar] [Publisher Link]
[47] Abderrahmen Zerti et al., “Modeling and Multi-Objective Optimization for Minimizing Surface Roughness, Cutting Force, and Power, and Maximizing Productivity for Tempered Stainless Steel AISI 420 in Turning Operations,” International Journal of Advanced Manufacturing Technology, vol. 102, no. 1-4, pp. 135-157, 2019.
[CrossRef] [Google Scholar] [Publisher Link]
[48] S. Arfaoui et al., “Optimization of Hard Turning Process Parameters Using the Response Methodology and Finite Element Simulations,” The International Journal of Advanced Manufacturing Technology, vol. 103, pp. 1279-1290, 2019.
[CrossRef] [Google Scholar] [Publisher Link]
[49] R. Suresh, S. Basavarajappa, and G.L. Samuel, “Predictive Modeling of Cutting Forces and Tool Wear in Hard Turning Using Response Methodology,” Procedia Engineering, vol. 38, pp. 73-81, 2012.
[CrossRef] [Google Scholar] [Publisher Link]
[50] Bogdan Arsene et al., “MQL-Assisted Hard Turning of AISI D2 Steel with Corn Oil: Analysis of Surface Roughness, Tool Wear, and Manufacturing Costs,” Metals, vol. 11, no. 12, pp. 1-12, 2021.
[CrossRef] [Google Scholar] [Publisher Link]
[51] Prashant Kumar Tiwari et al., “Performance Evaluation of Coated Cermet Insert in Hard Turning,” Materials Today: Proceedings, vol. 26, pp. 1941-1947, 2020.
[CrossRef] [Google Scholar] [Publisher Link]
[52] Miguel Mandú Bonfá et al., “Evaluation of Tool Life and Workpiece Surface Roughness in Turning of AISI D6 Hardened Steel Using PCBN Tools and Minimum Quantity of Lubricant (MQL) Applied at Different Directions,” International Journal of Advanced Manufacturing Technology, vol. 103, pp. 971-984, 2019.
[CrossRef] [Google Scholar] [Publisher Link]
[53] Linhu Tang et al., “Wear Performance and Mechanisms of PCBN Tool in Dry Hard Turning of AISI D2 Hardened Steel,” Tribology International, vol. 132, pp. 228-236, 2019.
[CrossRef] [Google Scholar] [Publisher Link]
[54] Manoj Nayak, Rakesh Sehgal, and Rajender Kumar, “Investigating Machinability of AISI D6 Tool Steel Using CBN Tools During Hard Turning,” Materials Today: Proceedings, vol. 47, pp. 3960-3965, 2021.
[CrossRef] [Google Scholar] [Publisher Link]
[55] Menderes Kam, and Musa Şeremet, “Experimental Investigation of The Effect of Machinability on Surface Quality and Vibration in Hard Turning of Hardened AISI 4140 Steels Using Ceramic Cutting Tools,” Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering, vol. 235, no. 5, pp. 1565-1574, 2021.
[CrossRef] [Google Scholar] [Publisher Link]
[56] Mohamed Shalaby, and Stephen Veldhuis, “New Observations on High-Speed Machining of Hardened AISI 4340 Steel Using Alumina-Based Ceramic Tools,” Journal of Manufacturing and Materials Processing, vol. 2, no. 2, pp. 1-14, 2018.
[CrossRef] [Google Scholar] [Publisher Link]
[57] Debabrata Rath, Sumanta Panda, and Kamal Pal, “Prediction of Surface Quality Using Chip Morphology with Nodal Temperature Signatures in Hard Turning of AISI D3 Steel,” Materials Today: Proceedings, vol. 5, no. 5, pp. 12368-12375, 2018.
[CrossRef] [Google Scholar] [Publisher Link]
[58] Smita Padhan et al., “Investigation on Surface Integrity in Hard Turning of AISI 4140 Steel with SPPP-AlTiSiN Coated Carbide Insert under Nano-MQL,” Lubricant, vol. 11, no. 2, pp. 1-20, 2023.
[CrossRef] [Google Scholar] [Publisher Link]
[59] Rajashree Mallick et al., “Hard Turning Performance Investigation of AISI D2 Steel under a Dual Nozzle MQL Environment,” Lubricants, vol. 11, no. 1, pp. 1-30, 2023.
[CrossRef] [Google Scholar] [Publisher Link]
[60] M.S. Karthik et al., “Cutting Parameters Optimization for Surface Roughness During Dry Hard Turning of EN 31 Bearing Steel Using CBN Insert,” Materials Today: Proceedings, vol. 26, pp. 1119-1125, 2020.
[CrossRef] [Google Scholar] [Publisher Link]
[61] Milton C. Shaw, Metal Cutting Principles, 2nd ed., Oxford University Press, New York, USA, pp. 1-10, 2005.
[Google Scholar] [Publisher Link]
[62] Mustafa Gunay et al., “Investigation of The Effect of Rake Angle on Main Cutting Force,” International Journal of Machine Tools & Manufacture, vol. 44, no. 9, pp. 953-959, 2004.
[CrossRef] [Google Scholar] [Publisher Link]
[63] Haci Saglam, Faruk Unsacar, and Suleyman Yaldiz, “Investigation of The Effect of Rake Angle and Approaching Angle on Main Cutting Force and Tool Tip Temperature,” International Journal of Machine Tools & Manufacture, vol. 46, no. 2, pp. 132-141, 2006.
[CrossRef] [Google Scholar] [Publisher Link]
[64] Mustafa Günay et al., “Experimental Investigation of The Effect of Cutting Tool Rake Angle on Main Cutting Force,” Journal of Materials Processing Technology, vol. 166, no. 1, pp. 44-49, 2005.
[CrossRef] [Google Scholar] [Publisher Link]
[65] Dongdong Xu et al., “Investigation of the Influence of Tool Rake Angles on Machining of Inconel 718,” Journal of Manufacturing and Materials Processing, vol. 5, no. 3, pp. 1-14, 2021.
[CrossRef] [Google Scholar] [Publisher Link]
[66] Li Qian, and Mohammad Robiul Hossan, “Effect on Cutting Force in Turning Hardened Tool Steels with Cubic Boron Nitride Inserts,” Journal of Materials Processing Technology, vol. 191, no. 1-3, pp. 274-278, 2007.
[CrossRef] [Google Scholar] [Publisher Link]
[67] S.K. Harishaa et al., “Statistical Investigation of Tool Geometry for Minimization of Cutting Force in Turning of Hardened Steel,” Materials Today, vol. 5, pp. 11277-11282, 2018.
[CrossRef] [Google Scholar] [Publisher Link]
[68] Sunil Dutta, and Suresh Kumar Reddy Narala, “Effect of Tool Nose Radius in Turning of Novel Mg Alloy,” Materials Today: Proceedings, vol. 38, pp. 2675-2679, 2021.
[CrossRef] [Google Scholar] [Publisher Link]
[69] Y. Kevin Chou, and Hui Song, “Tool Nose Radius Effects on Finish Hard Turning,” Journal of Materials Processing Technology, vol. 148, no. 2, pp. 259-268, 2004.
[CrossRef] [Google Scholar] [Publisher Link]
[70] Anastasios Tzotzis et al., “Influence of the Nose Radius on the Machining Forces Induced during AISI-4140 Hard Turning: A CAD-Based and 3D FEM Approach,” Micromachines, vol. 11, no. 9, pp. 1-16, 2020.
[CrossRef] [Google Scholar] [Publisher Link]
[71] Tugrul Özel, Tsu-Kong Hsu, and Erol Zeren, “Effects of Cutting-Edge Geometry, Workpiece Hardness, Feed Rate and Cutting Speed on Surface Roughness and Forces in Finish Turning of Hardened AISI H13 Steel,” The International Journal of Advanced Manufacturing Technology, vol. 25, pp. 262-269, 2005.
[CrossRef] [Google Scholar] [Publisher Link]
[72] Darshit Shah, and Sanket Bhavsarb, “Effect of Tool Nose Radius and Machining Parameters on Cutting Force, Cutting Temperature and Surface Roughness-An Experimental Study of Ti-6Al-4V (ELI),” Materials Today: Proceedings, vol. 22, pp. 1977-1986, 2020.
[CrossRef] [Google Scholar] [Publisher Link]
[73] Yigˇit Karpat, and Tugˇrul Özel, “Mechanics of High-Speed Cutting with Curvilinear Edge Tools,” International Journal of Machine Tools & Manufacture, vol. 48, no. 2, pp. 195-208, 2008.
[CrossRef] [Google Scholar] [Publisher Link]
[74] Tugrul Özel, “Computational Modelling of 3D Turning: Influence of Edge Micro-Geometry on Forces, Stresses, Friction and Tool Wear in PcBN Tooling,” Journal of Materials Processing Technology, vol. 209, no. 11, pp. 5167-5177, 2009.
[CrossRef] [Google Scholar] [Publisher Link]
[75] Felix Kühn et al., “Analysis of The Influence of The Effective Angles on The Tool Wear in Gear Hobbing,” The International Journal of Advanced Manufacturing Technology, vol. 108, pp. 2621-2632, 2020.
[CrossRef] [Google Scholar] [Publisher Link]
[76] Weijun Li et al., “Influence of Cutting Parameters and Tool Nose Radius on The Wear Behavior of Coated Carbide Tool When Turning Austenitic Stainless Steel,” Materials Today Communications, vol. 37, 2023.
[CrossRef] [Google Scholar] [Publisher Link]
[77] A.R.C. Sharman, J.I. Hughes, and K. Ridgway, “The Effect of Tool Nose Radius on Surface Integrity and Residual Stresses When Turning Inconel 718,” Journal of Materials Processing Technology, vol. 216, pp. 123-132, 2015.
[CrossRef] [Google Scholar] [Publisher Link]
[78] Hassen Khlifi, Lefi Abdellaoui, and Wassila Bouzid Sai, “An Equivalent Geometry Model for Turning Tool with Nose and Edge Radii,” The International Journal of Advanced Manufacturing Technology, vol. 103, pp. 4233-4251, 2019.
[CrossRef] [Google Scholar] [Publisher Link]
[79] Rajesh Kumar Bhushan, “Impact of Nose Radius and Machining Parameters on Surface Roughness, Tool Wear and tool Life During Turning of AA7075/SiC Composites for Green Manufacturing,” Mechanics of Advanced Materials and Modern Processes, vol. 6, pp. 1-18, 2020.
[CrossRef] [Google Scholar] [Publisher Link]
[80] J.M. Zhou, M. Andersson, and J.E. Stahl, “The Monitoring of Flank Wear on the CBN Tool in The Hard Turning Process,” International Journal of Advanced Manufacturing Technology, vol. 22, pp. 697-702, 2003.
[CrossRef] [Google Scholar] [Publisher Link]
[81] C.E.H. Ventura, J. Koehler, and B. Denkena, “Influence of Cutting-Edge Geometry on Tool Wear Performance in Interrupted Hard Turning,” Journal of Manufacturing Processes, vol. 19, pp. 129-134, 2015.
[CrossRef] [Google Scholar] [Publisher Link]
[82] T. Zhao et al., “Effect of Cutting-Edge Radius on Surface Roughness and Tool Wear in Hard Turning of AISI 52100 Steel,” International Journal of Advanced Manufacturing Technology, vol. 91, no. 9-12, pp. 3611-3618, 2017.
[CrossRef] [Google Scholar] [Publisher Link]
[83] Dilbag Singh, and P. Venkateswara Rao, “Optimization of Tool Geometry and Cutting Parameters for Hard Turning,” Materials and Manufacturing Processes, vol. 22, no. 1, pp. 15-21, 2007.
[CrossRef] [Google Scholar] [Publisher Link]
[84] Yigit Karpat, “Influence of Diamond Tool Chamfer Angle on Surface Integrity in Ultra-Precision Turning of Single Crystal Silicon,” International Journal of Advanced Manufacturing Technology, vol. 101, pp. 1565-1572, 2019.
[CrossRef] [Google Scholar] [Publisher Link]
[85] Pingxiang Cao et al., “Effect of Rake Angle on Cutting Performance During Machining of Stone-Plastic Composite Material with Polycrystalline Diamond Cutters,” Journal of Mechanical Science and Technology, vol. 33, no. 1, pp. 351-356, 2019.
[CrossRef] [Google Scholar] [Publisher Link]
[86] Süleyman Neşeli, Süleyman Yaldız, and Erol Türkes, “Optimization of Tool Geometry Parameters for Turning Operations Based on The Response Surface Methodology,” Measurement, vol. 44, no. 3, pp. 580-587, 2011.
[CrossRef] [Google Scholar] [Publisher Link]
[87] Vishal S. Sharma et al., “Estimation of Cutting Forces and Surface Roughness for Hard Turning Using Neural Networks,” Journal of Intelligent Manufacturing, vol. 19, pp. 473-483, 2008.
[CrossRef] [Google Scholar] [Publisher Link]
[88] Sasan Yousefi, and Mehdi Zohoor, “Effect of Cutting Parameters on the Dimensional Accuracy and Surface Finish in the Hard Turning of MDN250 Steel with Cubic Boron Nitride Tool, for Developing a Knowledge Base Expert System,” International Journal of Mechanical and Materials Engineering, vol. 14, pp. 1-13, 2019.
[CrossRef] [Google Scholar] [Publisher Link]
[89] Yang Hua, and Zhanqiang Liu, “Effects of Cutting Parameters and Tool Nose Radius on Surface Roughness and Work Hardening During Dry Turning Inconel 718,” International Journal of Advanced Manufacturing Technology, vol. 96, pp. 2421-2430, 2018.
[CrossRef] [Google Scholar] [Publisher Link]
[90] R. Ferreira et al., “Surface Roughness Investigation in the Hard Turning of Steel Using Ceramic Tools,” Materials and Manufacturing Processes, vol. 31, no. 5, pp. 648-652, 2016.
[CrossRef] [Google Scholar] [Publisher Link]
[91] Jeffrey D. Thiele, and Shreyes N. Melkote, “Effect of Cutting-Edge Geometry and Workpiece Hardness on Surface Generation in The Finish Hard Turning of AISI 52100 Steel,” Journal of Materials Processing Technology, vol. 94, no. 2-3, pp. 216-226, 1999.
[CrossRef] [Google Scholar] [Publisher Link]
[92] Carlos E.H. Ventura et al., “The Influence of The Cutting Tool Microgeometry on The Machinability of Hardened AISI 4140 Steel,” International Journal of Advanced Manufacturing Technology, vol. 90, pp. 2557-2565, 2017.
[CrossRef] [Google Scholar] [Publisher Link]
[93] Dilbag Singh, and P. Venkateswara Rao, “A Surface Roughness Prediction Model for Hard Turning Process,” The International Journal of Advanced Manufacturing Technology, vol. 32, pp. 1115-1124, 2007.
[CrossRef] [Google Scholar] [Publisher Link]
[94] Ikhlas Meddour et al., “Prediction of Surface Roughness and Cutting Forces Using RSM, ANN, and NSGA-II in Finish Turning of AISI 4140 Hardened Steel with Mixed Ceramic Tool,” The International Journal of Advanced Manufacturing Technology, vol. 97, pp. 1931-1949, 2018.
[CrossRef] [Google Scholar] [Publisher Link]
[95] Pardeep Kumar, S.R. Chauhan, and Aman Aggarwal, “Effects of Cutting Conditions, Tool Geometry and Material Hardness on Machinability of AISI H13 Using CBN Tool,” Materials Today: Proceedings, vol. 46, pp. 9217-9222, 2021.
[CrossRef] [Google Scholar] [Publisher Link]
[96] Mohammad Rafighi et al., “Sustainable Hard Turning of High Chromium AISI D2 Tool Steel Using CBN and Ceramic Inserts,” Transactions of the Indian Institute of Metals, vol. 74, pp. 1639-1653, 2021.
[CrossRef] [Google Scholar] [Publisher Link]
[97] Sanjeev Kumar, Dilbag Singh, and Nirmal S. Kalsi, “Performance Evaluation of TiN-Coated CBN Tools During Turning of Variable Hardened AISI 4340 Steel,” Advanced Engineering Optimization through Intelligent Techniques, Singapore, 2020.
[CrossRef] [Google Scholar] [Publisher Link]
[98] J. Guddat et al., “Hard Turning of AISI 52100 Using PCBN Wiper Geometry Inserts and The Resulting Surface Integrity,” Procedia Engineering, vol. 19, pp. 118-124, 2011.
[CrossRef] [Google Scholar] [Publisher Link]
[99] X.M. Anthony, “Analysis of Cutting Force and Chip Morphology During Hard Turning of AISI D2 Steel,” Journal of Engineering Science and Technology, vol. 10, pp. 282-290, 2015.
[Google Scholar] [Publisher Link]
[100] Xueping Zhang, “Predicting the Effects of Cutting Parameters and Tool Geometry on Hard Turning Process Using Finite Element Method,” Journal of Manufacturing Science and Engineering, vol. 133, no. 4, 2011.
[CrossRef] [Google Scholar] [Publisher Link]
[101] S. Caruso et al., “An Experimental Investigation of Residual Stresses in Hard Machining of AISI 52100 Steel,” Procedia Engineering, 1st CIRP Conference on Surface Integrity (CSI), vol. 19, pp. 67-72, 2011.
[CrossRef] [Google Scholar] [Publisher Link]
[102] Fredrik Gunnberg, Marcel Escursell, and Michael Jacobson, “The Influence of Cutting Parameters on Residual Stresses and Surface Topography During Hard Turning of 18MnCr5 Case Carburised Steel,” Journal of Materials Processing Technology, vol. 174, pp. 82-90, 2006.
[CrossRef] [Google Scholar] [Publisher Link]
[103] T.P. Gundarneeya et al., “Experimental Investigation of Process Parameters on Surface Roughness and Dimensional Accuracy in Hard Turning of EN24 Steel,” Materials Today: Proceedings, vol. 57, pp. 674-680, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[104] K. Palanikumar, L. Karunamoorthy, and R. Karthikeyan, “Assessment of Factors Influencing Surface Roughness on The Machining of Glass Fiber-Reinforced Polymer Composites,” Materials & Design, vol. 27, no. 10, pp. 862-871, 2006.
[CrossRef] [Google Scholar] [Publisher Link]
[105] Eduardo Carlos Bianchi et al., “Plunge Cylindrical Grinding with The Minimum Quantity Lubrication Coolant Technique Assisted with Wheel Cleaning System,” International Journal of Advanced Manufacturing Technology, vol. 95, pp. 2907-2916, 2018.
[CrossRef] [Google Scholar] [Publisher Link]
[106] R.L. Javaroni et al., “Minimum Quantity of Lubrication (MQL) as an Eco-Friendly Alternative to the Cutting Fluids in Advanced Ceramics Grinding,” International Journal of Advanced Manufacturing Technology, vol. 103, pp. 2809-2819, 2019.
[CrossRef] [Google Scholar] [Publisher Link]
[107] P. Puertoa et al., “Evolution of Surface Roughness in Grinding and Its Relationship with The Dressing Parameters and The Radial Wear,” Procedia Engineering, vol. 63, pp. 174-182, 2013.
[CrossRef] [Google Scholar] [Publisher Link]
[108] Joel Rech, and Alphonse L. Moisan, “Surface Integrity in Finish Hard Turning of Case-Hardened Steels,” International Journal of Machine Tools and Manufacture, vol. 43, no. 5, pp. 543-550, 2003.
[CrossRef] [Google Scholar] [Publisher Link]
[109] Tugrul Özel et al., “Modelling of Surface Finish and Tool Flank Wear in Turning of AISI D2 Steel with Ceramic Wiper Inserts,” Journal of Materials Processing Technology, vol. 189, pp. 192-198, 2007.
[CrossRef] [Google Scholar] [Publisher Link]
[110] Tugrul Özel, Tsu-Kong Hsu, and Erol Zeren, “Effects of Cutting-Edge Geometry, Workpiece Hardness, Feed Rate and Cutting Speed on Surface Roughness and Forces in Finish Turning of Hardened AISI H13 Steel,” International Journal of Advanced Manufacturing Technology, vol. 25, pp. 262-269, 2005.
[CrossRef] [Google Scholar] [Publisher Link]
[111] George J. Klir, and Bo Yuan, Fuzzy Sets and Fuzzy Logic, Theory and Applications, Prentice Hall of India Private Limited (6th print), New Delhi, India, 1995.
[Google Scholar] [Publisher Link]
[112] Phillip J. Ross, Taguchi Techniques for Quality Engineering, McGraw-Hill, New York, 1989.
[Google Scholar]
[113] Douglas C. Montgomery, Design and Analysis of Experiments, 5th ed., Wiley, New York, 2001.
[Google Scholar]
[114] David E. Goldberg, Genetic Algorithms in Search, Optimization, and Machine Learning, Boston, MA: Pearson Education Asia (5th print), Addison-Wesley Longman Publishing Co, 1989.
[Google Scholar] [Publisher Link]
[115] Rasmi Ranjan Mishra et al., “Particle Swarm Optimization of Multi-responses in Hard Turning of D2 Steel,” Advances in Intelligent Systems and Computing, Singapore, vol. 1119, pp. 237-244, 2020.
[CrossRef] [Google Scholar] [Publisher Link]
[116] Asit Kumar Parida, and Kalipada Maity, “Modeling of Machining Parameters Affecting Flank Wear and Surface Roughness in Hot Turning of Monel-400 Using Response Surface Methodology,” Measurement, vol. 137, pp. 375-381, 2019.
[CrossRef] [Google Scholar] [Publisher Link]
[117] Rashid Ali Laghari, Jianguang Li, and Mozammel Mia, “Effects of Turning Parameters and Parametric Optimization of the Cutting Forces in Machining SiCp/Al 45 wt% Composite,” Metals, vol. 10, no. 6, pp. 1-21, 2020.
[CrossRef] [Google Scholar] [Publisher Link]
[118] A. Chabbi et al., “Modeling and Optimization of Turning Process Parameters During the Cutting of Polymer (POM C) Based on RSM, ANN, and DF Methods,” International Journal of Advanced Manufacturing Technology, vol. 91, pp. 2267-2290, 2017.
[CrossRef] [Google Scholar] [Publisher Link]
[119] Linhu Tang et al., “Empirical Models for Cutting Forces in Finish Dry Hard Turning of Hardened Tool Steel at Different Hardness Levels,” International Journal of Advanced Manufacturing Technology, vol. 79, pp. 691-703, 2015.
[CrossRef] [Google Scholar] [Publisher Link]
[120] Salem Abdullah Bagaber, and Ahmed Razlan Yusoff, “Multi-Objective Optimization of Cutting Parameters to Minimize Power Consumption in Dry Turning of Stainless Steel 316,” Journal of Cleaner Production, vol. 157, pp. 30-46, 2019.
[CrossRef] [Google Scholar] [Publisher Link]
[121] Zeqing Xiao et al., “Effect of Cutting Parameters on Surface Roughness Using Orthogonal Array in Hard Turning of AISI 1045 Steel with YT5 Tool,” International Journal of Advanced Manufacturing Technology, vol. 93, no. 1-4, pp. 273-283, 2016.
[CrossRef] [Google Scholar] [Publisher Link]
[122] A. Johnson Santhosh et al., “Optimization of CNC Turning Parameters Using Face Centred CCD Approach in RSM and ANN-Genetic Algorithm for AISI 4340 Alloy Steel,” Results in Engineering, vol. 11, 2021.
[CrossRef] [Google Scholar] [Publisher Link]
[123] Abdullah Aslan, “Optimization and Analysis of Process Parameters for Flank Wear, Cutting Forces and Vibration in Turning of AISI 5140: A Comprehensive Study,” Measurement, vol. 163, 2020.
[CrossRef] [Google Scholar] [Publisher Link]
[124] Mehmet Erdi Korkmaz et al., “Indirect Monitoring of Machining Characteristics Via Advanced Sensor Systems: A Critical Review,” The International Journal of Advanced Manufacturing Technology, vol. 120, pp. 7043-7078, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[125] Danil Yu Pimenov et al., “Artificial Intelligence Systems for Tool Condition Monitoring in Machining: Analysis and Critical Review,” Journal of Intelligent Manufacturing, vol. 34, pp. 2079-2121, 2023.
[CrossRef] [Google Scholar] [Publisher Link]
[126] Amarjit P. Kene, and Sounak K. Choudhury, “Analytical Modeling of Tool Health Monitoring System Using Multiple Sensor Data Fusion Approach in Hard Machining,” Measurement, vol. 145, pp. 118-129, 2019.
[CrossRef] [Google Scholar] [Publisher Link]
[127] Mustafa Kuntoğlu, and Hacı Sağlam, “Investigation of Signal Behaviors for Sensor Fusion with Tool Condition Monitoring System in Turning,” Measurement, vol. 173, 2021.
[CrossRef] [Google Scholar] [Publisher Link]
[128] C. Scheffer et al., “Development of A Tool Wear-Monitoring System for Hard Turning,” International Journal of Machine Tools and Manufacture, vol. 43, no. 10, pp. 973-985, 2003.
[CrossRef] [Google Scholar] [Publisher Link]
[129] P.K. Ambadekar, and C.M. Choudhari, “CNN Based Tool Monitoring System to Predict Life of Cutting Tool,” SN Applied Sciences, vol. 2, pp. 1-11, 2020.
[CrossRef] [Google Scholar] [Publisher Link]