Effect of wear mechanism using dry and cryogenic cutting conditions on Inconel 718 using milling CNC

Authors

  • Kamaruddin Kamdani Faculty of Industrial System, Universiti Tun Hussien Onn Malaysia, Parit Raja, Johor, Malaysia , Tun Hussein Onn University of Malaysia image/svg+xml
  • Norfauzi Tamin Faculty of Mechanical and Manufacturing Engineering, Tun Hussien Onn University Malaysia, Batu Pahat, 86400 Johor, Malaysia , Tun Hussein Onn University of Malaysia image/svg+xml https://orcid.org/0000-0002-0387-8332
  • R. Izamshah Faculty of Industrial and Manufacturing Technology and Engineering, Universiti Teknikal Malaysia Melaka, Malaysia , Technical University of Malaysia Malacca image/svg+xml
  • W. A. Hafiz Transpak Worldwide Sdn. Bhd. Kawasan Perindustrian SiLC, 79200 Iskandar Puteri, Johor Darul Ta'zim, Malaysia

DOI:

https://doi.org/10.15282/ijame.23.3.2026.11.1047

Keywords:

CNC mill, Dry Cutting, Cryogenic condition, Tool wear, Wear mechanism

Abstract

Dry and cryogenic machining are green machining methods that offer environmental sustainability. Dry machining eliminates any use of cutting fluids, while cryogenic machining uses very low machining temperatures. The current implementation method (cutting fluid assistance) exposes machine operators to health risks and negatively impacts the environment through waste disposal. Therefore, to overcome this problem, sustainable alternatives such as dry and cryogenic machining are required. However, both methods pose significant challenges due to increased wear and heat generation (overheating and overcooling). This study aimed to evaluate and differentiate the machining performance of dry and cryogenic methods while observing the tool wear mechanism. The methodology used was through: cutting speed (80 m/min), depth of cut (0.5 mm), feed rate (0.05 mm/tooth), and various radial depths of cut (5, 7.5, 10, and 20 mm). At the same time, the wear mechanism was observed through scanning electron microscopy (SEM). The study demonstrated that cryogenic machining significantly outperformed dry machining, consistently delivering 50% to 100% longer cutting lengths under aggressive cutting conditions and achieving a maximum tool-life extension of 42% at a radial depth of 5 mm. In contrast, dry conditions led to severe thermochemical wear mechanisms, including diffusion, oxidation, and adhesive wear, whereas cryogenic conditions primarily exhibited chipping and catastrophic failure modes. Based on studies, cryogenic machining is better than dry machining because it can significantly extend cutting tool life and reduce severe tool wear.

References

[1] G. Lin, H. Shi, X. Liu, Z. Wang, H. Zhang, and J. Zhang, "Tool wear on machining of difficult-to-machine materials: a review", The International Journal of Advanced Manufacturing Technology, vol. 134, no. 3–4, pp. 989–1014, 2024. https://doi.org/10.1007/s00170-024-14193-4.

[2] M. Niu. "The wear mechanism of coated cutting tools during the machining process under the thermal effect", International Journal of Heat and Technology, vol. 40, no. 1, pp. 347–352, 2022. https://doi.org/10.18280/ijht.400142.

[3] M. H. Osman, N. F. Tamin, M. N. Ahmad, A. Rahman, M. H., Wahid, M. K., Maidin, N. A., Abu Bakar, M. H. Bakar, & A. A. Azahar, "Effect of cutting parameters on surface roughness in dry drilling of AISI D2 tool steel by using Taguchi method", Journal of Advance Manufacturing Technology, vol. 12, no. 1 Special Issue 2, pp. 535–546, 2018. https://jamt.utem.edu.my/jamt/article/view/4311.

[4] A. N. Dahnel, M. H. Fauzi, N. A. Raof, S. Mokhtar, & Khairussaleh, N. K. M. "Tool wear and burr formation during drilling of aluminum alloy 7075 in dry and with cutting fluid. Materials Today: Proceedings", vol. 59, pp. 808–813, 2022. https://doi.org/10.1016/j.matpr.2022.01.110

[5] P. Kawade and S. Bokade, "Review of cooling techniques used in metal cutting processes", Advances in Materials and Processing Technologies, vol. 9, no. 3, pp. 1137–1182, 2024.10.1080/2374068X.2022.2109668.

[6] A. A. Azhar, U. A. A. Azlan, H. A. Bakar, N. Tamin, S. G. Herawan, and Z. Ahmad, "Friction comparison and wear analysis of ceramic cutting tools made from alumina-zirconia-chromia content. Journal of Advanced Research in Applied Mechanics, vol. 112, no. 1, pp. 175–182, 2020.10.37934/aram.112.1.175182.

[7] X. Wang, X. Zhang, D. Pan, J. Niu, X. Fu, and Y. Qiao, "Tool wear and surface integrity of γ-tial cryogenic coolant machining at various cutting speed levels", Lubricants, vol. 11, no. 6, 2023. https://doi.org/10.3390/lubricants11060238.

[8] L. Proud, N. Tapoglou, K. K. Wika, C. M., Taylor, & T, Slatter, "Role of CO2 cooling strategies in managing tool wear during the shoulder milling of grade 2 commercially pure titanium", Wear, pp. 524–525, 204798, 2023. https://doi.org/10.1016/j.wear.2023.204798.

[9] N. F. A. M. Ridzuan, T. Othman, A. Z. Juri, J. A. Ghani, and C. H. C. Haron, "Cryogenic machining performance of m303 at high cutting speeds", Jurnal Kejuruteraan, vol. 36, no. 3, pp. 1147–1153, 2024. 10.17576/jkukm-2024-36(3)-25.

[10] Özdemir, M., "Effect of cutting parameters on the machinability of X37CrMoV5-1 hot work tool steel", Materials Testing, vol. 64, no. 3, pp. 412–429, 222. https://doi.org/10.1515/mt-2021-2029.

[11] R. Agarwal, R. P. Singh, V. Gupta, & J. Singh, "Influence of cutting force on temperature, microcracks and chip morphology during rotary ultrasonic bone drilling: An in-vitro study", Journal of the Brazilian Society of Mechanical Sciences and Engineering, vol. 44, no. 7, 2022. https://doi.org/10.1007/s40430-022-03608-6.

[12] J. Wang, P. Duan, T. Wang, X. Wang, and Y. Qiao, "Effect of cryogenic cooling on mechanical properties and cutting force of 6061 aluminum alloy effect of cryogenic cooling on mechanical properties and cutting force of 6061 aluminum alloy", Journal of Physics: Conference Series, vol. 2459, pp. 1–8, 2023.10.1088/1742-6596/2459/1/012032.

[13] A. Baig, S. H. I. Jaffery, M. A. Khan, and M. Alruqi, "Statistical analysis of surface roughness, burr formation and tool wear in high speed micro milling of inconel 600 alloy under cryogenic, wet and dry conditions", Micromachines, vol. 14, no. 1, 2023. https://doi.org/10.3390/mi14010013.

[14] N. H. A. Halim, C. H. C. Haron, J. A. Ghani, M. F. Azhar, and M.Z. Zulkifli, "The correlation of surface roughness and tool edge condition under sustainable cryogenic machining", Journal of Mechanical Engineering and Sciences, vol. 17, no. 1, pp. 9315–9323, 2023. https://doi.org/10.15282/jmes.17.1.2023.2.0736.

[15] N. P. Greis, M. L. Nogueira, S. Bhattacharya, C. Spooner, & T. Schmitz, "Stability modeling for chatter avoidance in self-aware machining: an application of physics-guided machine learning", Journal of Intelligent Manufacturing, vol. 34, no. 1, pp. 387–413, 2022. https://doi.org/10.1007/s10845-022-01999-w.

[16] R. Misha, & B. Singh, "SBLMD - ANN – MOPSO based hybrid approach for determining optimum parameter in CNC milling", Springer Science and Business Media, 2022.10.1007/s00500-023-07944-0.

[17] C. J. Lin, J. Y. Jhang, & S. H. Chen, "Tool wear prediction using a hybrid of tool chip image and evolutionary fuzzy neural network", The International Journal of Advanced Manufacturing Technology, vol. 118, no. 3–4, pp. 921–936, 2021. https://doi.org/10.1007/s00170-021-07291-0.

[18] J. Lade, K. Nagachary, K. K. Saxena, K. Seeniappan, and R. S. Rana, "Mechanical characterisation and study of nickel based super alloy 718 at subzero temperatures", Advances in Materials and Processing Technologies, vol. 8, no. 2, pp. 549–563, 2022. 10.1080/2374068X.2021.1945315.

[19] K. Tokutomi, K. Sagitani, and S. Kobayashi, "Alloying effects on the stability of D022 γ”-Ni3M (M: Nb, Ta, V) precipitates at elevated temperatures in alloy 718 type Ni-based alloys," Metals (Basel)., vol. 12, no. 8, 2022. https://doi.org/10.3390/met12081251.

[20] N. Tamin, MZ Zulkifli, KM Salleh, DD Gerijih, K Kamdani, RI Raja Abdullah & Danish, M. K., 2026, "Performance evaluation in dry and wet cutting conditions on Inconel 718 using a lathe CNC machine", Journal of Mechanical Engineering (JMechE), vol. 23, no. 2, pp. 42-56, 2026. 10.24191/jmeche.v23i2.9147

[21] D. Chauhan, M. A. Makhesana, R. A. Rahman Rashid, V. Joshi, and N. Khanna, "Comparison of machining performance of ti-6al-4v under dry and cryogenic techniques based on tool wear, surface roughness, and power consumption", Lubricants, vol. 11, no. 11, 2023. https://doi.org/10.3390/lubricants11110493.

[22] H. Bakar, N. Fahmi, F. Mokhtar, N. Tamin, U. Azlan, A. A. Adam, R. Izamshah, & S. Kasim, "Fabrication and Machining Performance of Powder Compacted Alumina Based Cutting Tool", MATEC Web of Conferences, vol. 150, no. 5, p. 04009. 2018. https://doi.org/10.1051/matecconf/201815004009.

[23] M. Drobnič, A. Drnovšek, F. Pušavec, and M. Čekada, "Effect of liquid CO2 on wear behaviour of TiAlN hard coating at elevated temperatures", Coatings, vol. 15, no. 5, p. 553, 2025. https://doi.org/10.3390/coatings15050553.

[24] M. K. Gupta, P. Niesłony, M. E. Korkmaz, M. Kuntoğlu, G. M. Królczyk, M. Günay, & M. Sarikaya, "Comparison of tool wear, surface morphology, specific cutting energy and cutting temperature in machining of titanium alloys under hybrid and green cooling strategies", International Journal of Precision Engineering and Manufacturing-Green Technology, vol. 10, no. 6, pp. 1393–1406, 2023. https://doi.org/10.1007/s40684-023-00512-9.

[25] G. Veerappan, K. Logesh, R. Chaturvedi, M. Ravichandran, V. Mohanavel, I. Hossain, S. Kannan, M. A. Alotaibi, and A. H. Seikh, "Experimental and numerical analysis on the cutting force, cutting temperature, and tool wear of alloy steel (4340) during turning process", AIP Advances, vol. 14, no. 11, pp. 1–16, 2024. https://doi.org/10.1063/5.0227710.

[26] I. Majdouline, E. Kibbou, S. Dellagi, and A. Moufki, "Optimization of dry machining parameters with a focus on environmental impacts", Journal of Physics: Conference Series, vol. 3028, no. 1, p. 012026, 2025.10.1088/1742-6596/3028/1/012026.

[27] F. A. Girot Mata, M. A. Renderos Cartagena, U. Alonso Pinillos, and B. I. Aramburu, "Wear of Abrasive Tools during CMC Machining, vol. 11, no. 11. 2023. https://doi.org/10.3390/machines11111021.

[28] G. Liu, C. Huang, X. Wang, and B. Zhao, "Friction and wear of cutting tools and cutting tool materials", Lubricants, vol. 12, no. 192, pp. 10–12, 2024.https://doi.org/10.3390/lubricants12060192.

[29] L. Tu, Q. An, J. Zhang, M. Chen, & D. Yu, "Understanding tool cutting-edge microstructure and deformation mechanism induced by adhesive wear in the turning of nickel-based superalloys", Wear, pp. 556–557, 205519, 2024. https://doi.org/10.1016/j.wear.2024.205519.

[30] M. M. Faiz, M. Hairizal, A. B. Hadzley, M. F. Naim, T. Norfauzi, U. A.A. Umar, A. A. Aziz, and S. Noorazizi, "Effect of hydraulic pressure on hardness, density, tool wear and surface roughness in the fabrication of alumina-based cutting tool", Journal of Advanced Manufacturing Technology (JAMT), vol. 13, no. Special Issue 1, pp. 23–37, 2019.

[31] S. A. Tcheuhebou Tina, M. Javidikia, M. Jahazi, and V. Songmene, "The influence of tool geometry parameters on thermo-mechanical loads and residual stresses induced by orthogonal cutting of AA6061-T6: a numerical investigation", Processes, vol. 11, no. 4, 2023. https://doi.org/10.3390/pr11040996.

[32] L. Tu, L. Lin, C. Liu, T. Zheng, Y. Deng, L. Han, Q. An, W. Ming, & M. Chen, "Tool wear characteristics analysis of CBN cutting tools in high-speed turning of inconel 718", Ceramics International, vol. 49, no. 1, pp. 635–658, 2023. https://doi.org/10.1016/j.ceramint.2022.09.034

[33] F. Ding, C. Wang, T. Zhang, Y. Deng, and X. Zhu, "Adhesive wear mechanism of coated tools and its influence on cutting performance during machining of zr-based bulk metallic glass", Journal of Materials Research and Technology, vol. 27, pp. 5489–5506, 2023. https://doi.org/10.1016/j.jmrt.2023.11.073

[34] R. Zhou, "Modeling and simulation of residual stress in metal cutting process : A review", Advances in Mechanical Engineering, vol. 16, no. 12, pp. 1–13, 2024. https://doi.org/10.3389/fmech.2020.00062.

[35] M. Paprocki, M. Wygoda, P. Wyczesany, and P. Bazan, "Symptoms of wear HSS cutting tools in different wear stages", Manufacturing Technology, vol. 21, no. 3, pp. 387–397, 2021. 10.21062/mft.2021.047.

[36] M. Kuntoglu, O. Acar, M. K. Gupta, H. Saglam, M. Sarikaya, K. Giasin, and D. Y. Pimenov, "Parametric Optimization for Cutting Forces and Material Removal Rate in the Turning of AISI 5140", Machines, vol. 9, no. 90, pp. 1–20, 2021. https://doi.org/10.3390/machines9050090.

[37] A. A. Azhar, M. H. A. Bakar, N. Tamin, U. A. A. Azlan, and M. H. Hassan, "Friction and wear analysis of ceramic cutting tool made from alumina-zirconia-chromia", Jurnal Tribologi, vol. 24(1), pp. 27–38. 2020.

[38] A. E. Mahmoud, Y. S. Ahmed, K. F. Mohamed, E. K. Emad, and M. Hassan, "Effect of deep cryogenic treatment on wear behavior of cold work tool steel", Metals (Basel)., vol. 13, no. 382, 2023. https://doi.org/10.3390/met13020382.

[39] V. Sufiiarov, and A. Borisov, "Effect of TiC particle size on processing, microstructure and mechanical properties of an inconel 718 / TiC composite material made by binder jetting additive manufacturing," Metals (Basel), vol. 13, no. 1271, 2023. https://doi.org/10.3390/met13071271.

[40] L. Gong, Y. Su, Y. Liu, W. Zhao, A. M. Khan, & M. Jamil, "Investigation on machinability characteristics of inconel 718 alloy in cryogenic machining processes", Lubricants, vol. 11, no. 2, p. 82, 2023. https://doi.org/10.3390/lubricants11020082.

[41] Y. Urabe, I. Mitsutaka, K. Hojo, and Y. Hashimoto, "Ductile crack initiation under mechanical and thermal loads", Structural Mechanics in Reactor Technology, 1st ed., pp. 381–386. 2026. 10.1016/j.engfracmech.2022.108510.

[42] F. Shen, S. Münstermann, and J. Lian, "Cryogenic ductile and cleavage fracture of bcc metallic structures – influence of anisotropy and stress states", Journal of the Mechanics and Physics of Solids, vol. 176, p. 105299, 2023. https://doi.org/10.1016/j.jmps.2023.105299.

Downloads

Published

2026-09-30

Issue

Section

Articles

How to Cite

[1]
K. Kamdani, N. Tamin, R. Izamshah, and W. A. Hafiz, “Effect of wear mechanism using dry and cryogenic cutting conditions on Inconel 718 using milling CNC”, Int. J. Automot. Mech. Eng., vol. 23, no. 3, p. In-Press, Sep. 2026, doi: 10.15282/ijame.23.3.2026.11.1047.