INVESTIGATION AND MODELLING OF SURFACE ROUGHNESS DURING MILLING OF GJL-250 GRAY CAST IRON AND S235JR STEEL USING MIXED CERAMIC TOOLS

Authors

  • Hristo Radev dept. Industrial technology and design Center of Competence “Smart Mechatronic, Eco-and Energy-Saving Systems and Technologies” , Technical University of Gabrovo, Gabrovo, Bulgaria https://orcid.org/0000-0003-4968-0820
  • Hristo Yakimov dept. Industrial technology and design Center of Competence “Smart Mechatronic, Eco-and Energy-Saving Systems and Technologies”, Technical University of Gabrovo, Gabrovo, Bulgaria https://orcid.org/0009-0001-9852-8422
  • Irina Aleksandrova dept. Industrial technology and design Center of Competence “Smart Mechatronic, Eco-and Energy-Saving Systems and Technologies” , Technical University of Gabrovo, Gabrovo, Bulgaria

DOI:

https://doi.org/10.68302/std2026.vol2.18

Keywords:

carbon structural steel, gray cast iron, milling, mixed ceramic tools, regression models, roughness

Abstract

Milling is one of the most common methods for processing flat surfaces, providing satisfactory accuracy and low surface roughness at high production rates. This paper presents the results of a study on the surface roughness of machined parts made of GJL-250 gray cast iron and S235JR carbon structural steel, obtained by milling with a single-tooth milling cutter with Al2O3/TiC mixed ceramic replaceable insert. Using the methods of the planned experiment and the multifactorial regression analysis, the combined influence of the cutting speed and the feed per tooth on the surface roughness has been evaluated, and corresponding adequate theoretical-experimental models have been constructed. Combinations of cutting speed and feed per tooth have been determined that result in minimum surface roughness on the machined surfaces for the two materials studied.

Supporting Agencies

This research was funded by the European Regional Development Fund within the OP "Research, Innovation and Digitalization Programme for Intelligent Transformation 2021-2027", Project CoC "Smart Mechatronics, Eco- and Energy Saving Systems and Technologies", No BG16RFPR002-1.014-0005.

Downloads

Download data is not yet available.

References

[1] I. Aleksandrova, Cutting the materials. University Publishing House "V. Aprilov", Gabrovo, 2015.

[2] I. Aleksandrova, Ivanov, I., Studying the Efficiency of White and Mixed Ceramics. International Scientific Conference Unitech 04, Proceedings, Gabrovo, 2004 vol. II, p. 267-272.

[3] S.N. Grigoriev, S. V. Fedorov and K. Hamdy, Materials, properties, manufacturing methods and cutting performance of innovative ceramic cutting tools _ a review. Published by EDP Sciences 2019 https://doi.org/10.1051/mfreview/2019016

[4] Yu Cheng, H. Hu, S. Sun and Z. Yin, Experimental study on the cutting performance of microwave sintered Al2O3/TiC ceramic tool in the machining of hardened steel. International Journal of Refractory Metals and Hard Materials 55 (2016) 39–46

[5] Z.B. Yin, C.Z. Huang, B. Zou and H. Liu, Study of the mechanical properties, strengthening and toughening mechanisms of Al2O3/TiC micro-nano-composite ceramic tool material, Mater. Sci. Eng. A 577 (2013) 9–15.

[6] I. Aleksandrova, Optimization of Cutting Mode During Turning with Cutting Mineral- Ceramics. International Scientific Conference Proceedings, Gabrovo, 2004, vol. II, p. 273-278.

[7] I. Aleksandrova, Workability of Steels Using Mineral-Ceramic Cutting Tools. International Scientific Conference Unitech 05, Gabrovo, 24-25. 11.2005.

[8] D. Petrova, Intelligent, Innovative and Sustainable Industry in Bulgaria – prospects and challenges, Vide I. Tehnologija. Resursi - Environment, Technology, Resources, Proceeding of the 12th International Scientific and Practical Conference „Environment. Technology. Resources“, June 20-22, 2019, Rezekne, Latvia, Volume I, pp. 210-215, ISSN 1691-5402 – print, ISSN 2256-070X – online. https://doi.org/10.17770/etr2019vol1.4188

[9] N. Nikolova, N., Human Capital in the Changing Work Environment of Industry 4.0, Vide. Tehnologija. Resursi - Environment, Technology, Resources, Open Access, Volume 3, Pages 187 – 193, 2023, 14th International Scientific and Practical Conference on Environment. Technology. Resources, ETR 2023, Rezekne, 15 June 2023 through 16 June 2023, Code 191610, DOI: https://doi.org/10.17770/etr2023vol3.7177

[10] H. Metev and K. Krumov, Determination of inaccuracy by milling taking into account the phenomenon of technological heredity. In: 9th International scientific conference "TechSys 2020" – Engineering, technologies and systems, Plovdiv, 2020. IOP Conf. Series: Materials Science and Engineering 2020; 878(1), 012049. doi:10.1088/1757-899X/878/1/012049.

[11] Li Xikun, Liu Jing, Qiu Like Cui Tong, Qiu Guanming, and Sun Yanbin, Composition, Characteristics and Development of Advanced Ceramic Cutting Tools. Journal of rare earths, Vo1.25, Suppl., Jun. 2007, p.287-295

[12] W. Liu, Q. Chu, R. He, M. Huang, H. Wu, Q. Jiang, J. Chen, X. Deng, S. Wu, Preparation and properties of TiAlN coatings on silicon nitride ceramic cutting tools, Ceram. Int. 44 (2018) 2209–2215

[13] A. Goldstein, A. Singurindi, Al2O3/TiC based metal cutting tools by microwave sintering followed by hot isostatic pressing, J. Am. Ceram. Soc. 83 (2000), 1530–1532.

[14] E. Laarz, M. Carlsson, B. Vivien, and M. Johnsson, Colloidal processing of Al2O3-based composites reinforced with TiN and TiC particulates, whiskers and nanoparticles, J. Eur. Ceram. Soc. 21 (2001) 1027–1035.

[15] G. Schneider Jr., Cutting Tools Application, 2009, http://www.toolingandproduction. com/web/home.php

[16] S.Kumar, S. K. Patel and F. Fernandes, Performance of Al2O3/TiC mixed ceramic inserts coated with TiAlSiN, WC/C and DLC thin solid films during hard turning of AISI 52100 steel. Journal of materials research and technology 2022, 19, 3380- 3393

[17] A. S. Kumar, A. R. Durai, T. Sornakumar, Machinability of hardened steel using alumina based ceramic cutting tools. International Journal of Refractory Metals & Hard Materials 21 (2003), 109–117

[18] X. Hong. Wear behaviour and wear mechanism of ceramic tools in machining hardened alloy steel. Wear 1990;139:439–51.

[19] S. K. Bhattacharyya, Ezugwuand E.O, Jawaid A. The performance of ceramic tool materials for the machining cast iron. Wear 1989;135:147–59.

[20] W. Charles, Ceramic cutting tools update. Manufact Eng 1988; 100(April):81–6

[21] M. Shnfir, W. Olufayo, W. Jomaa and V. Songmene, Machinability Study of Hardened 1045 Steel When Milling with Ceramic Cutting Inserts. Materials 2019, 12, 3974; doi:10.3390/ma12233974

[22] Li, B., Zhang, S., Yan, Z., Jiang, D. Influence of edge hone radius on cutting forces, surface integrity, and surface oxidation in hard milling of AISI H13 steel. Int. J. Adv. Manuf. Technol. 2018, 95, 1153–1164.[CrossRef]

[23] Steel and Cast Iron Standards; EN 10277: Steel grades/numbers. Available online: http://www.steelnumber.com /en/standard_ steel_eu.php?gost_number=10277 (accessed on 30 March 2026).

[24] https://cuttingtools.ceratizit.com/bg/bg/knowledge/milling/counselor /nickel-base-alloy.html

[25] https://www.kennametal.com/us/en/products/p.dodeka-45-ceramic-insert-hnec-sn-high-speed-machining-of-cast-iron.6140064.html

[26] https://sites.bu.edu/yuweifan/files/2016/01/Mitutoyo_SJ- 201P_ Manual.pdf (accessed on 30 March 2026).

[27] A. Aleksandrov and I. Aleksandrova, Theory of Experiment, Gabrovo, Bulgaria: Experess, 2012.

[28] I. N. Vuchkov and I. I. Vuchkov, Statistical methods of quality control, robust engineering, planning, modeling and optimization, QStatLab, v 5.3, 2009

Downloads

Published

17.09.2026

How to Cite

[1]
H. Radev, H. Yakimov, and I. Aleksandrova, “INVESTIGATION AND MODELLING OF SURFACE ROUGHNESS DURING MILLING OF GJL-250 GRAY CAST IRON AND S235JR STEEL USING MIXED CERAMIC TOOLS”, SysTechDev, vol. 2, pp. 235–241, Sep. 2026, doi: 10.68302/std2026.vol2.18.