Funct. Mater. 2025; 32 (3): 411-417.

doi:https://doi.org/10.15407/fm32.03.411

From microstructure to properties: fractal patterns in carbon steels

D.B. Hlushkova1, V.M. Volchuk2 , O.V. Orel1, D.B. Sereda3

1 Kharkiv National Automobile and Highway University, 25 Yaroslava Mudrogo Str., 61002 Kharkiv, Ukraine
2 Prydniprovska State Academy of Civil Engineering and Architecture, 24a Architect Oleh Petrov Str., 49000 Dnipro, Ukraine
3 Kremenchuk Mykhailo Ostrohradskyi National University 20 University Str., 39600 Kremenchuk, Ukraine

Abstract: 

Using multifractal analysis, the microstructural homogeneity in carbon alloys after different heat treatment regimes was quantitatively assessed. The sizes of the regions within which the fractal dimension of individual structural elements does not change are established: for lamellar pearlite – 5.3×5.3 μm, for pearlite and residual austenite – 6.2×6.2 μm, for martensite – 4.4×4.4 μm. The homogeneity is expressed through the fractal dimension of each structural component and hardness (HRC). Comparison of the results obtained by traditional metallography and multifractal analysis methods confirmed the complementarity of the approaches and showed the high sensitivity of multifractal analysis to structural changes in the material. The use of digital methods of multifractal analysis opens up prospects for optimizing heat treatment modes and predicting the mechanical properties of carbon alloys.

Keywords: 
carbon steels, multifractal, structure, hardness, fractal dimensions, forecast.
References: 

1. G.I. Zaginaylov, V.I. Shcherbinin, K. Schuenemann, M.K. Thumme, IEEE Transactions on Plasma Science, 34(3), 512 – 517 (2006) https://doi.org/10.1109/TPS.2006.875760

2. Y. Gutarevych, V. Mateichyk, J. Matijošius, A. Rimkus, I. Gritsuk, O. Syrota, Y. Shuba, Energies, 13(5), 1076 (2020) https://doi.org/10.3390/en13051076

3. P. Andrenko, A. Rogovyi, I. Hrechka, S. Khovanskyi, M. Svynarenko, Journal of Physics: Conference Series, 1741(1) (2021) https://doi.org/10.1088/1742-6596/1741/1/012024

4. V. Maslova, R. Nastase, G. Veryasov, N. Nesterenko, E. Fourré, C. Batiot-Dupeyrat, Progress in Energy and Combustion Science, 101, 101096 (2024) https://doi.org/10.1016/j.pecs.2023.101096

5. Vafaeva, K.M., Dhyani, M., Acharya, P., Parik, K., Ledalla, S., https://doi.org/10.1051/bioconf/20248601111

6. D.B. Hlushkova, O.D. Hrinchenko, L.L. Kostina, A.P. Cholodov, Problems of Atomic Science and Technology, 1(113), 181-188 (2018).

7. Migal V., Lebedev A., Shuliak M., Kalinin E., Arhun S., Korohodskyi V. Journal of Vibration and Control, 27, 1123 – 1131 (2021) https://journals.sagepub.com/doi/10.1177/1077546320937634

8. M. Krbata, M. Kohutiar, J. Escherova et. al. Applied Mechanics, 6(1), 16. (2025). https://doi.org/10.3390/applmech6010016

9. N.E. Kalinina, D.B. Glushkova, A.I. Voronkov, V.T. Kalinin. Functional Materials, 26(3), 514–518 (2019) https://doi.org/10.15407/ fm26.03.514

10. D.B. Hlushkova, A.V. Kalinin, N.E. Kalinina, V.M. Volchuk, V.A. Saenko, A.A. Efimenko, Problems of Atomic Science and Technology, 144(2), 126 (2023) https://doi.org/10.46813/2023-144-126

11. D. Leontiev, O.I. Voronkov, V. Korohodskyi, D. Hlushkova, I. Nikitchenko, E. Teslenko, O. Lykhodii, SAE Technical Paper, 2020-01-2222 (2020) https://doi.org/10.4271/2020-01-2222

12. A.I. Borovkov, K.M. Vafaeva, N.I. Vatin, I. Ponyaeva, https://doi.org/10.58224/2618-7183-2024-7-4-7

13. M. Rajendran, M. Arumugam, L. Sourirajan et. al., Results in Engineering, 26, 104614 (2025) https://doi.org/10.1016/j.rineng.2025.104614

14. Sergiyenko O.,Hernández Balbuena, D., Tyrsa V., Rosas Méndez, Patricia Luz A. Lopez M. R, Hernandez W, Podrygalo M., Gurko A. Journal of the International Measurement Confederation, 44, 1229 – 1242 (2011) https://www.sciencedirect.com/science/article/abs/pii/S0263224111001254?...

15. C. Ding, L. Jiang, J. Xu, S. Guo, J. Zhang, P. Xiong, Z. Piao, International Journal of Bifurcation and Chaos, 35(08), 2550098 (2025) https://doi.org/10.1142/S0218127425500981

16. P. Zhang, J. Ding, J. Guo, F. Wang, Fractal and Fractional, 8(6), 304 (2024) https://doi.org/10.3390/fractalfract8060304

17. K.M. Vafaeva, N.I. Vatin, D.F. Karpov, V. Romanovski, Materials Research Express. 12, 075307 (2025) https://doi.org/10.1088/2053-1591/adf161

18. D.B. Hlushkova, V.M. Volchuk, Functional Materials, 30(3), 453 (2023) https://doi.org/10.15407/fm30.03.453

19. D. Kakimzhanov, B. Rakhadilov, L. Sulyubayeva, M. Dautbekov, Coatings, 13(11), 1824 (2023).

20. D.B. Hlushkova, V.M. Volchuk, P.M. Polyansky, V.A. Saenko, A.A. Efimenko, Functional Materials, 30(2) 275 (2023) https://doi.org/10.15407/fm30.02.275

21. Y. Wang, A. Karasev, J.H. Park, P.G. Jönsson, Metall Mater Trans, B 52, 2892–2925 (2021).