Research of the effect of large graphite particles on the grain structure of ceramics based on tungsten carbide
https://doi.org/10.26896/1028-6861-2026-92-5-35-40
Abstract
Tungsten carbide-based ceramics and hard alloys are widely used as the base for metal-cutting and metalworking tools. The purpose of the work is a metallographic study of the effect of large graphite particles in the initial powder on the grain structure of tungsten carbide-based ceramics produced by spark plasma sintering. Before sintering the ceramic samples, large graphite particles of 50 – 500 μm in size were introduced into the initial powder. Digital image processing and statistical analysis methods were used in the work. It was found that an area of large grains of ~10 μm in size (with a submicron grain size in the material bulk) is formed around the graphite particles identified in metallographic sections of the samples. Similar effect upon contact between the workpiece and the graphite tooling is a consequence of carbon diffusion in tungsten carbide. The area thickness does not depend (within the error limits) on the graphite particle size and is 44 ± 9 μm. It was shown that the size distribution of coarse-grained areas can be approximated by lognormal and exponentially modified Gaussian distributions (the distribution modes are 47 ± 4 and 53 ± 7 μm, respectively). The results obtained and the proposed approach can be used to improve digital image processing techniques for metallographic analysis of the microstructure of materials.
About the Authors
K. E. SmetaninaRussian Federation
Ksenia E. Smetanina
23, prosp. Gagarina, Nizhny Novgorod, 603022
P. V. Andreev
Russian Federation
Pavel V. Andreev
23, prosp. Gagarina, Nizhny Novgorod, 603022
U. Yu. Rybakova
Russian Federation
Ulyana Yu. Rybakova
23, prosp. Gagarina, Nizhny Novgorod, 603022
M. A. Faddeev
Russian Federation
Mikhail A. Faddeev
23, prosp. Gagarina, Nizhny Novgorod, 603022
A. A. Getmanskaya
Russian Federation
Alexandra A. Getmanskaya
23, prosp. Gagarina, Nizhny Novgorod, 603022
E. A. Lantsev
Russian Federation
Evgeny A. Lantsev
23, prosp. Gagarina, Nizhny Novgorod, 603022
A. A. Murashov
Russian Federation
Artem A. Murashov
23, prosp. Gagarina, Nizhny Novgorod, 603022
A. V. Piskunov
Russian Federation
Alexander V. Piskunov
23, prosp. Gagarina, Nizhny Novgorod, 603022
References
1. Panov V. S., Chuvilin A. M. Technology and properties of sintered carbide alloys and products from them. — Moscow: MISIS, 2001. — 428 p. [in Russian].
2. Sun J., Zhao J., Huang Z., et al. A review on binderless tungsten carbide: development and application / Nano-Micro Lett. 2020. Vol. 12. No. 13. DOI: 10.1007/s40820-019-0346-1
3. Samsonov G. V., Vitryanyk V. K., Chapligin F. I. Tungsten Carbides. — Kiev: Naukova dumka, 1974. — 176 p. [in Russian].
4. Fang Z., Koopman M., Wang H. Cemented tungsten carbide hardmetal. — Oxford: Elsevier, 2014. DOI: 10.1016/b978-0-08-096527-7.00004-0
5. Tokita M. Spark plasma sintering (SPS) method, systems, and applications. — Cambridge: Acad. Press, 2013. DOI: 10.1016/b978-0-12-385469-8.00060-5
6. Olevsky E. A., Dudina D. V. Field-Assisted Sintering: Science and Applications. — Springer Cham, 2018. — 425 p. DOI: 10.1007/978-3-319-76032-2
7. Cha S. I., Hong S. H. Microstructures of binderless tungsten carbides sintered by spark plasma sintering process / Mater. Sci. Eng. A. 2003. Vol. 356. Nos. 1 – 2. P. 381 – 389. DOI: 10.1016/s0921-5093(03)00151-5
8. Chuvildeev V. N., Panov D. V., Boldin M. S., et al. Structure and properties of advanced materials obtained by spark plasma sintering / Acta Astronautica. 2015. Vol. 109. P. 172 – 176. DOI: 10.1016/j.actaastro.2014.11.008
9. Kurlov A. S., Gusev A. I. Tungsten carbides: structure, properties and application in hardmetals. — Springer Cham, 2013. — 242 p. DOI: 10.1007/978-3-319-00524-9
10. Suetin D. V., Shein I. R., Ivanovskii A. L. Structural, electronic and magnetic properties of η carbides (Fe3W3C, Fe6W6C, Co3W3C and Co6W6C) from first principles calculations / Phys. B. Condensed Matter. 2009. Vol. 404. No. 20. P. 3544 – 3549. DOI: 10.1016/j.physb.2009.05.051
11. Smetanina K. E., Andreev P. V., Lantsev E. A., et al. X-ray diffraction layer-by-layer analysis of tungsten carbide-based hard alloys / Industr. Lab. Mater. Diagn. 2020. Vol. 86. No. 8. P. 38 – 42 [in Russian]. DOI: 10.26896/1028-6861-2020-86-8-38-42
12. Andreev P. V., Smetanina K. E., Lantsev E. A. Study of the phase composition of fine-grained tungsten carbide based ceramic materials by X-ray phase analysis / Industr. Lab. Mater. Diagn. 2019. Vol. 85. No. 8. P. 37 – 42 [in Russian]. DOI: 10.26896/1028-6861-2019-85-8-37-42
13. Kurlov A. S., Gusev A. I. Vacuum annealing of nanocrystalline WC powders / Inorg. Mater. 2012. Vol. 48. No. 7. P. 680 – 690. DOI: 10.1134/s0020168512060088
14. Smetanina K. E., Andreev P. V., Lantsev E. A., et al. Nonuniform distribution of crystalline phases and grain sizes in the surface layers of WC ceramics produced by spark plasma sintering / Coatings. 2023. Vol. 13. No. 6. P. 1051. DOI: 10.3390/coatings13061051
15. Hu Z.-Y., Zhang Z.-H., Cheng X.-W., et al. A review of multi-physical fields induced phenomena and effects in spark plasma sintering: fundamentals and applications / Mater. Design. 2020. Vol. 191. P. 108662. DOI: 10.1016/j.matdes.2020.108662
16. Anselmi-Tamburini U., Gennari S., Garay J., et al. Fundamental investigations on the spark plasma sintering/synthesis process. II. Modeling of current and temperature distributions / Mater. Sci. Eng. A. 2005. Vol. 394. No. 1 – 2. P. 139 – 148. DOI: 10.1016/j.msea.2004.11.019
17. Bokhonov B. B., Ukhina A. V., Dudina D. V., et al. Carbon uptake during spark plasma sintering: investigation through the analysis of the carbide «footprint» in a Ni – W alloy / RSC Advances. 2015. Vol. 5. P. 80228 – 80237. DOI: 10.1039/c5ra15439a
18. Ardigo-Besnard M.-R., Besnard A., Moser M., et al. Development of Ti PVD films to limit the carburization of metal powders during SPS process / Solids. 2021. Vol. 2. No. 4. P. 395 – 406. DOI: 10.3390/solids2040025
19. Anisovich A., Markevich M., Jigmeddorj V. Automatic measurement in metallography / Devices Meth. Measurements. 2023. Vol. 14. No. 3. P. 214 – 222 [in Russian]. DOI: 10.21122/2220-9506-2023-14-3-214-222
20. Mosorov V. I., Khaptakhaeva N. B., Korobkov K. S. Application of neural networks in metallography / Polzunov. Vestn. 2024. Vol. 2. P. 182 – 185 [in Russian]. DOI: 10.25712/astu.2072-8921.2024.02.023
21. Ruelas-Santoyo E. A., Ríos-Lira A. J., Pantoja-Pacheco Y. V., et al. Recognition of intergranular corrosion in AISI 304 stainless steel by integrating a multilayer perceptron artificial neural network and metallographic image processing / Appl. Sci. 2024. Vol. 14. P. 5077. DOI: 10.3390/app14125077
22. Germain L., Sertucha J., Hazotte A., et al. Classification of graphite particles in metallographic images of cast irons — quantitative image analysis versus deep learning / Mater. Charact. 2024. Vol. 217. P. 114333. DOI: 10.1016/j.matchar.2024.114333
23. Isaeva N. V., Blagoveshcensky Yu. V., Blagoveshchenskaya N. V., et al. Production of carbide and hard-alloy mixture nanopowders with low-temperature plasma / Izv. Vuzov. 2013. Vol. 3. P. 7 – 14 [in Russian]. DOI: 10.17073/1997-308x-2013-3-7-14
24. Smetanina K. E., Andreev P. V., Nokhrin A. V., et al. Carbon contamination during spark plasma sintering of powder materials: a brief overview / J. Alloys Compounds. 2024. Vol. 973. P. 172823. DOI: 10.1016/j.jallcom.2023.172823
Review
For citations:
Smetanina K.E., Andreev P.V., Rybakova U.Yu., Faddeev M.A., Getmanskaya A.A., Lantsev E.A., Murashov A.A., Piskunov A.V. Research of the effect of large graphite particles on the grain structure of ceramics based on tungsten carbide. Industrial laboratory. Diagnostics of materials. 2026;92(5):35-40. (In Russ.) https://doi.org/10.26896/1028-6861-2026-92-5-35-40
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