An Experimental Investigation of the High-Speed Milling of VT1–0 Titanium Alloy and Cutting Parameter Optimization Using Numerical Modeling
Received: 5 March 2026 | Revised: 13 May 2026 and 31 May 2026 | Accepted: 2 June 2026 | Online: 19 June 2026
Corresponding author: Zhanara Mussina
Abstract
This paper presents the results of an experimental study on high-speed milling of the VT1–0 titanium alloy. A solid carbide end mill, MC089, with a diameter of 16 mm, was used as the cutting tool. The results indicated that the influence of the cutting parameters on the machined surface roughness is complex. An increase in spindle speed has a positive effect on surface roughness, whereas an increase in feed rate and depth of cut has a negative effect. The optimal cutting parameters were determined as follows: spindle speed nsp=4200 rot/min, depth of cut t=1 mm, and feed rate S=4500 mm/min. A numerical modeling methodology was developed to determine the optimal cutting parameters for the same process. A three-dimensional model of the "tool–workpiece" system was developed using KOMPAS-3D and ANSYS Workbench, and the Johnson–Cook material failure model was selected. The contact interaction was defined, and a finite element model was developed. A numerical design of experiments was carried out using a rational planning method with variation of the main machining parameters, including depth of cut, feed rate, and spindle speed. As a result, temperature fields, contact forces, and plastic strain distributions were obtained. In addition, a mathematical model was developed to predict the workpiece temperature as a function of machining parameters. The minimization of the objective function enabled identifying the optimal cutting parameters that ensure minimal thermal impact: depth of cut t = 1 mm, feed rate S = 4500 mm/min, and spindle speed nsp = 4162 rot/min. Comparison with the experimental results showed a slight discrepancy in the optimal cutting values. The proposed methodology can be used to reduce the cost of conducting physical experiments and improve machining efficiency.
Keywords:
titanium alloys, high-speed milling, end mill, cutting tool wear, surface roughness, numerical modeling, cutting parametersReferences
[1] A. R. Maslov and A. G. Skhirtladze, Obrabotka trudnoobrabatyvayemykh materialov rezaniyem. Moscow, Russia: Innovatsionnoye mashinostroyeniye, 2017.
[2] E. O. Ezugwu and Z. M. Wang, "Titanium alloys and their machinability—a review," Journal of Materials Processing Technology, vol. 68, no. 3, pp. 262–274, Aug. 1997.
[3] M. Nouari and H. Makich, "Experimental investigation on the effect of the material microstructure on tool wear when machining hard titanium alloys: Ti–6Al–4V and Ti-555," International Journal of Refractory Metals and Hard Materials, vol. 41, pp. 259–269, Nov. 2013.
[4] A. Ginting and M. Nouari, "Surface integrity of dry machined titanium alloys," International Journal of Machine Tools and Manufacture, vol. 49, no. 3, pp. 325–332, Mar. 2009.
[5] V. C. Nguyen, T. D. Nguyen, and D. H. Tien, "Cutting Parameter Optimization in Finishing Milling of Ti-6Al-4V Titanium Alloy under MQL Condition using TOPSIS and ANOVA Analysis," Engineering, Technology & Applied Science Research, vol. 11, no. 1, pp. 6775–6780, Feb. 2021.
[6] Y. G. Kabaldin, "Issledovanie prochnosti stsepleniya struzhki s instrumentom pri preryvistom rezanii," Stanki i Instrument, no. 4, pp. 36–37, 1973.
[7] E. I. Rivin et al., "Tooling Structure: Interface between Cutting Edge and Machine Tool," CIRP Annals, vol. 49, no. 2, pp. 591–634, Jan. 2000.
[8] P. D. Hartung, B. M. Kramer, and B. F. von Turkovich, "Tool Wear in Titanium Machining," CIRP Annals, vol. 31, no. 1, pp. 75–80, Jan. 1982.
[9] P.-J. Arrazola, A. Garay, L.-M. Iriarte, M. Armendia, S. Marya, and F. Le Maître, "Machinability of titanium alloys (Ti6Al4V and Ti555.3)," Journal of Materials Processing Technology, vol. 209, no. 5, pp. 2223–2230, Mar. 2009.
[10] J. P. Davim, Ed., Machining of Titanium Alloys. Berlin: Springer, 2014.
[11] D. I. Sedov, "Povyshenie effektivnosti obrabotki titanovykh splavov za schet predvaritel’nogo okhlazhdeniya," Vestnik Saratovskogo Gosudarstvennogo Tekhnicheskogo Universiteta, vol. 1 (52), no. 1, pp. 89–97, 2011.
[12] L. I. Vereina and M. M. Krasnov, Spravochnik stanochnika, 4th ed. Moscow, Russia: Tsentr "Akademiya," 2016.
[13] B. I. Cherpakov and L. I. Vereina, Tekhnologicheskoye oborudovaniye mashinostroitel’nogo proizvodstva, 2nd ed. Moscow, Russia: Tsentr "Akademiya," 2016.
[14] S. O. Tusupova and I. N. Makhmudov, "Sostoyanie problemy obrabotki trudnoobrabatyvaemyh materialov," Science and Technology of Kazakhstan, no. 3, pp. 71–82, 2023.
[15] S. V. Breev and A. G. Serebrennikova, "Vysokoskorostnoe frezerovanie trudnoobrabatyvaemykh materialov. 2. Osobennosti obrabatyvaemosti pri frezerovanii," Uchenye zapiski Komsomolskogo-na-Amure gosudarstvennogo tekhnicheskogo universiteta, no. 4–1 (16), pp. 59–66, 2013.
[16] Y. L. Gurevich, N. V. Gorokhov, and V. I. Zakharov, Rezhim rezaniya trudnoobrabatyvaemykh materialov: Spravochnik. Moscow, Russia: Mashinostroenie, 1986.
[17] J. L. Chigirinskiy, P. H. Trung, and A. A. Lipatov, "Features of Processing of Corrosion Resistant Steels," Materials Science Forum, vol. 870, pp. 598–602, 2016.
[18] S. V. Breev, A. G. Serebrennikova, and M. A. Kozlova, "Temperaturno-moshhnostnoj kriterij kak sposob opredelenija zony vysokoskorostnoj obrabotki trudnoobrabatyvaemyh materialov," presented at the 4th International Practical Conference on Modern Materials, Equipment and Technology, Kursk, Russia, Dec. 25-26, 2014, pp. 96–102.
[19] V.-C. Nguyen, D. H. Tien, V. H. Pham, and T. D. Nguyen, "Towards sustainable manufacturing: Multiple optimization of surface roughness Ra, flank wear Vb in MQL-assisted milling of Titanium Alloy Ti-6Al-4V," International Journal of Modern Physics B, vol. 38, no. 12n13, Jan. 2024.
[20] Y. Zhang, T. Mabrouki, D. Nelias, and Y. Gong, "FE-model for Titanium alloy (Ti-6Al-4V) cutting based on the identification of limiting shear stress at tool-chip interface," International Journal of Material Forming, vol. 4, pp. 11–23, Mar. 2011.
[21] F. Ducobu, E. Filippi, and E. Rivière-Lorphèvre, "Modélisation de l’influence de la profondeur de coupe en micro-coupe orthogonale," in 19 ème Congrès Français de Mécanique, Marseille, France, 2009.
[22] J. L. Bacaria, "Un modèle comportemental et transitoire pour la coupe des métaux," Ph.D. dissertation, Institut National Polytechnique de Toulouse, Toulouse, France, 2001.
[23] Y. P. Adler, E. V. Markova, and Y. V. Granovsky, Planirovaniye eksperimenta pri poiske optimalnykh us-loviy. Moscow, Russia: Nauka, 1976.
[24] M. M. Protodyakonov and R. I. Teder, Metodika Ratsional’nogo Planirovaniya Eksperimentov. Moscow, Russia: Nauka, 1970.
[25] V. V. Nalimov and N. A. Chernova, Statisticheskie metody planimvamya ekstremal ‘nykh ekspenmentov. Moscow, Russia: Nauka, 1965.
[26] M. . A. Yermekov and A. A. Makhov, Statistiko-determinirovannyy metod postroyeniya mnogomernykh modeley s ispol’zovaniyem EVM: uchebnoye posobiye. Karaganda, Kazakhstan: Karaganda Polytechnic Institute (KPTI), 1988.
[27] I. M. Kovensky, V. V. Povetkin, and I. D. Morgun, Sovremennyye metody issledovaniya metallicheskikh pokrytiy. Tyumen, Russia: Tyumen Industrial Institute (TyumII), 1982.
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Copyright (c) 2026 Karibek Sherov, Zhanara Mussina, Assylbek Kassenov, Ansagan Suleimenov, Tatyana Lub, Nadezhda Kuzminova, Saule Ainabekova, Bakytzhan Donenbayev, Zaure Ibragimova

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