journal article·2025-12-20Open access

Influence of Dispersed Phase Reinforcement on Performance and Wear Mechanism of Ceramic Tools in Rough Milling of Inconel 718

Paweł Piórkowski, Wojciech Borkowski

Applied Sciences· Volume 16· Issue 1

Abstract

Machining nickel-based superalloys, such as Inconel 718, poses a significant technological challenge due to their high-temperature strength and low thermal conductivity, leading to rapid tool wear. This paper presents a comprehensive comparative analysis of two roughing strategies: high-feed milling and plunge milling, utilizing a unique custom-designed milling head. The primary objective was to evaluate the impact of tool material reinforcement on the process by comparing SiC whisker-reinforced ceramic inserts (CW100) with non-reinforced inserts (CS300). The experiment involved measuring cutting force components, power consumption, and analyzing tool wear progression (VBB) and mechanisms. Results showed that the presence of the reinforcing phase is critical for reducing the axial force component (Fz), particularly in plunge milling, where CW100 inserts achieved a 30–35% force reduction and avoided the catastrophic failure observed in non-reinforced ceramics. Microscopic analysis confirmed that composite inserts undergo predictable abrasive wear, whereas CS300 inserts are prone to brittle fracture and spalling. Multi-criteria optimization using Grey Relational Analysis (GRA) identified high-feed milling with reinforced inserts as the most efficient strategy, while also positioning plunge milling with composites as a competitive, less energy-intensive alternative.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Advanced machining processes and optimization · Advanced ceramic materials synthesis · Advanced Surface Polishing Techniques

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Faculty of Mechanical Engineering, Wroclaw University of Science and Technology, 50-370 Wroclaw, Poland

Funding

Wrocław University of Science and Technology Excellence Initiative—Research University

References (52)

Show source-provided references
1. Microstructure and high-temperature tensile behavior of Ni-based superalloy EP741NP for aerospace applications10.1007/s11665-021-05874-2 ↗
2. Pulidindi, K., and Prakash, A. (2020). Nickel Superalloy Market Report (Report ID: GMI4864), Global Market Insights Inc.
3. Machining of Inconel 718 Using Coated WC Tool: Effects of Cutting Speed on Chip Morphology and Mechanisms of Tool Wear10.1007/s13369-019-04171-4 ↗
4. Machinability Analysis of Inconel 718 Superalloy with AlTiN-Coated Carbide Tool Under Different Cutting Environments10.1007/s13369-021-05626-3 ↗
5. Sousa, V.F.C., Fernandes, F., Silva, F.J.G., Costa, R.D.F.S., Sebbe, N., and Sales-Contini, R.C.M. (2023). Wear Behavior Phenomena of TiN/TiAlN HiPIMS PVD-Coated Tools on Milling Inconel 718. Metals, 13.10.3390/met13040684 ↗
6. Guo, F., Yin, Z., Hong, D., Wang, B., Wang, W., and Yuan, J. (2025). Cutting state evolution, wear behavior, and diffusion mechanism of SiAlON double-circular-arc end mill in machining of Inconel 718. Wear, 572–573, 206063.10.1016/j.wear.2025.206063 ↗
7. Wear behavior of solid SiAlON milling tools during high speed milling of Inconel 718
8. Characterization of Tool Wear Mechanisms and Failure Modes of TiAlN-NbN Coated Carbide Inserts in Face Milling of Inconel 71810.1007/s11665-021-06301-2 ↗
9. Effect of cutting speed on cutting forces and wear mechanisms in high-speed face milling of Inconel 718 with SiAlON ceramic tools10.1007/s00170-013-5206-4 ↗
10. Research on Tool Wear of Milling Nickel-Based Superalloy in Cryogenic10.1007/s00170-017-0079-6 ↗
11. Song, X., He, W., and Ihara, T. (2023). A Novel Approach for Dry Cutting Inconel 718 in a More Sustainable and Low-Cost Way by Actively and Purposely Utilizing the Built-Up Layer. Micromachines, 14.10.3390/mi14091787 ↗
12. Hybrid cryogenic/MQL helical milling for hole-making of Inconel 71810.1016/j.rineng.2025.104776 ↗
13. Frictional and Wear Performance of TiAlN/TiN Coated Tool Against High-Strength Steel10.1016/j.ceramint.2018.01.113 ↗
14. A state-of-the-art review on tool wear and surface integrity characteristics in machining of superalloys10.1016/j.cirpj.2021.08.005 ↗
15. An Experimental Investigation of the Effect of Coating Material on Tool Wear in Micro Milling of Inconel 718 Super Alloy10.1016/j.wear.2013.01.103 ↗
16. Cutting performance and tool wear of SiAlON and TiC-whisker-reinforced Si3N4 ceramic tools in side milling Inconel 71810.1016/j.ceramint.2021.10.084 ↗
17. Suitability of the full body ceramic end milling tools for high speed machining of nickel based alloy Inconel 71810.1016/j.procir.2018.08.190 ↗
18. Sebbe, N.P.V., Fernandes, F., Silva, F.J.G., Sousa, V.F.C., Sales-Contini, R.C.M., Campilho, R.D.S.G., and Pedroso, A.F.V. (2024). Wear Behavior Analysis of TiN/TiAlN Coated Tools in Milling of Inconel 718. Flexible Automation and Intelligent Manufacturing: Establishing Bridges for More Sustainable Manufacturing Systems, Springer Nature.10.1007/978-3-031-38241-3_87 ↗
19. Molaiekiya, F., Aramesh, M., and Veldhuis, S.C. (2020). Chip formation and tribological behavior in high-speed milling of IN718 with ceramic tools. Wear, 446–447, 203191.10.1016/j.wear.2020.203191 ↗
20. The Influence of PCBN Inserts Microgeometry on Cutting Forces, Surface Roughness, and Tool Wear When Milling Inconel 718
21. Wear mechanisms during dry and wet turning of Inconel 718 with ceramic tools10.1007/s00170-017-0329-7 ↗
22. Szablewski, P., Legutko, S., Ungureanu, N., Petru, J., Smak, K., and Krawczyk, B. (2025). Comparative Assessment of Tool Wear and Surface Topography After Superfinish Turning of Inconel 718 with Carbide and Ceramic Inserts. Appl. Sci., 15.10.3390/app15084265 ↗
23. Jomaa, W., Daoud, M., Javadi, H., and Bocher, P. (2025). Cutting Fluid Effectiveness in the High-Speed Finish Machining of Inconel 718 Using a Whisker-Reinforced Ceramic Tool. J. Manuf. Mater. Process., 9.10.3390/jmmp9040123 ↗
24. Fernández-Lucio, P., Pereira Neto, O., Gómez-Escudero, G., Amigo Fuertes, F.J., Fernández Valdivielso, A., and López de Lacalle Marcaide, L.N. (2021). Roughing Milling with Ceramic Tools in Comparison with Sintered Carbide on Nickel-Based Alloys. Coatings, 11.10.3390/coatings11060734 ↗
25. Influence of Process Parameters on the Cutting Performance of SiAlON Ceramic Tools During High-Speed Dry Face Milling of Hardened Inconel 71810.1007/s00170-019-04210-2 ↗
26. The Effects of Cutting Speed on Tool Wear and Tool Life When Machining Inconel 718 with Ceramic Tools10.1016/j.matdes.2006.09.004 ↗
27. Pedroso, A.F.V., Sousa, V.F.C., Sebbe, N.P.V., Silva, F.J.G., Campilho, R.D.S.G., Sales-Contini, R.C.M., and Jesus, A.M.P. (2023). A Comprehensive Review on the Conventional and Non-Conventional Machining and Tool-Wear Mechanisms of INCONEL®. Metals, 13.10.3390/met13030585 ↗
28. Force prediction and stability analysis of plunge milling of systems with rigid and flexible workpiece10.1007/s00170-010-2982-y ↗
29. The influence of cutting edge microgeometry on the broaching of Inconel 718 slots
30. Zhang, H., Su, G., Xia, Y., Zhang, P., Li, B., Sun, Y., Du, J., and Fang, B. (2024). Cutting Performance of a Longitudinal and Torsional Ultrasonic Vibration Tool in Milling of Inconel 718. Coatings, 14.10.3390/coatings14060719 ↗
31. The effect of chip formation on the cutting force and tool wear in high-speed milling Inconel 71810.1007/s00170-023-11551-6 ↗
32. Muhammad, A., Kumar Gupta, M., Mikołajczyk, T., Pimenov, D.Y., and Giasin, K. (2021). Effect of Tool Coating and Cutting Parameters on Surface Roughness and Burr Formation during Micromilling of Inconel 718. Metals, 11.10.3390/met11010167 ↗
33. Experimental and computational contribution to chip geometry evaluation when micromilling Inconel 71810.1016/j.wear.2021.203658 ↗
34. Chip Formation Mechanism of Inconel 718: A Review of Models and Approaches10.1186/s10033-021-00552-9 ↗
35. Effects of cutting parameters on tool wear in milling inconel 625 superalloys with a SiAlON ceramic and the prediction of tool life10.1016/j.ceramint.2024.12.012 ↗
36. Faraz, M.I., and Petru, J. (2024). Evaluation of Machining Variables on Machinability of Nickel Alloy Inconel 718 Using Coated Carbide Tools. Machines, 12.10.3390/machines12010004 ↗
37. Silva, F.J.G., Sebbe, N.P.V., Costa, R.D.F.S., Pedroso, A.F.V., Sales-Contini, R.C.M., Barbosa, M.L.S., and Martinho, R.P. (2024). Investigations on the Surface Integrity and Wear Mechanisms of TiAlYN-Coated Tools in Inconel 718 Milling Operations. Materials, 17.10.3390/ma17020443 ↗
38. Tsai, M.-H., Chen, T.-H., Lee, J.-N., Hsu, T.-L., and Huang, D.-K. (2024). Five-Axis Finish Milling Machining for an Inconel 718 Alloy Monolithic Blisk. Appl. Sci., 14.10.20944/preprints202404.0113.v1 ↗
39. Felusiak-Czyryca, A., Madajewski, M., Twardowski, P., and Wiciak-Pikuła, M. (2021). Cutting Forces during Inconel 718 Orthogonal Turn-Milling. Materials, 14.10.3390/ma14206152 ↗
40. Mathematical modeling and optimization of machining parameters in CNC turning process of Inconel 718 using the Taguchi method10.1016/j.jer.2023.10.029 ↗
41. Wu, T.-Y., and Lin, C.-C. (2021). Optimization of Machining Parameters in Milling Process of Inconel 718 under Surface Roughness Constraints. Appl. Sci., 11.10.3390/app11052137 ↗
42. Grey Relational Analysis-Based Optimization of Machining Processes: A Comprehensive Review10.1007/s41660-023-00311-4 ↗
43. Sheheryar, M., Khan, M.A., Jaffery, S.H.I., Alruqi, M., Khan, R., Bashir, M.N., and Petru, J. (2022). Multi-Objective Optimization of Process Parameters during Micro-Milling of Nickel-Based Alloy Inconel 718 Using Taguchi-Grey Relation Integrated Approach. Materials, 15.10.3390/ma15238296 ↗
44. Optimization of End Milling of Inconel 825 with Coated Tool: A Mathematical Comparison Between GRA, TOPSIS and Fuzzy Logic Methods10.1016/j.matpr.2020.06.413 ↗
45. Tool life and wear mechanisms of CVD coated and uncoated SiAlON ceramic milling inserts when machining aged Inconel 71810.1177/09544054231180653 ↗
46. Prediction of tool wear based cutting forces during end milling of Inconel 718 using artificial neural networks10.12913/22998624/204203 ↗
47. Studies on wear behavior of AlTiN-coated WC tool and machined surface quality in micro endmilling of Inconel 71810.1007/s00170-020-05875-w ↗
48. Smak, K., Szablewski, P., Legutko, S., Krawczyk, B., and Miko, E. (2023). Investigation of the Influence of Anti-Wear Coatings on the Surface Quality and Dimensional Accuracy during Finish Turning of the Inconel 718 Alloy. Materials, 16.10.3390/ma16020715 ↗
49. Piorkowski, P., Borkowski, W., and Skoczynski, W. (2024). Comprehensive Evaluation Method for High-Performance Milling of Inconel 718 Alloy. Appl. Sci., 14.10.3390/app14199023 ↗
50. (2002). Nickel Alloy, Corrosion and Heat Resistant, Bars, Forgings, and Rings 52.5Ni-19Cr-3.0Mo-5.1Cb-0.90Ti-0.50Al-18Fe Consumable Electrode or Vacuum Induction Melted 1775 °F (968 °C) Solution and Precipitation Heat Treated (Standard No. AMS5663J).
51. (2021). Standard Test Methods for Determining Average Grain Size (Standard No. ASTM E112).
52. (2017). Indexable Inserts for Cutting Tools—Designation (Standard No. ISO 1832:2017).