Skip to main content
Top
Published in: Russian Journal of Nondestructive Testing 8/2020

01-08-2020 | OPTICAL METHODS

Using Methods of Analysis of Optical Images of Friction Surfaces of Ti–Al–N Based Coatings for Assessing Accumulation of Damage and Diagnostics of Failure in Tribological Tests

Authors: A. R. Shugurov, E. D. Kuz’minov, S. V. Panin

Published in: Russian Journal of Nondestructive Testing | Issue 8/2020

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

The processes of damage accumulation and failure in thin ceramic coatings based on the Ti–Al–N system deposited on ductile steel and brittle sitall substrates have been investigated during tribological tests under dry friction conditions. Fractal analysis was carried out to quantitatively assess damage to friction surfaces, as well as Fourier and wavelet analysis of their images obtained using optical microscopy. It is shown that the spectral analysis (Fourier and wavelet analysis) make it possible to reveal an unambiguous correlation between the quantitative parameters obtained and the rate of wear of coatings at the stage of steady wear. At the same time, the fractal dimension provided an estimate of the dynamics of accumulation of damage at the run-in stage but did not allow one to be produced at the stage of steady-state wear.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Perea, D. and Bejarano, G., Development and characterization of TiAlN (Ag, Cu) nanocomposite coatings deposited by DC magnetron sputtering for tribological applications, Surf. Coat. Technol., 2020, vol. 381, p. 125095.CrossRef Perea, D. and Bejarano, G., Development and characterization of TiAlN (Ag, Cu) nanocomposite coatings deposited by DC magnetron sputtering for tribological applications, Surf. Coat. Technol., 2020, vol. 381, p. 125095.CrossRef
2.
go back to reference Builo, S.I., Vereskun, V.D., Kolesnikov, V.I., et al. Determining friction coefficient at run-in stage and diagnosing the point of transition to steady-state phase based on acoustic emission signals, Russ. J. Nondestr. Test., 2020, vol. 56, no. 1, pp. 41–48.CrossRef Builo, S.I., Vereskun, V.D., Kolesnikov, V.I., et al. Determining friction coefficient at run-in stage and diagnosing the point of transition to steady-state phase based on acoustic emission signals, Russ. J. Nondestr. Test., 2020, vol. 56, no. 1, pp. 41–48.CrossRef
3.
go back to reference Łępicka, M., Grądzka-Dahlke, M., Pieniak, D., Pasierbiewicz, K., Kryńska, K., and Niewczas, A., Tribological performance of titanium nitride coatings: A comparative study on TiN-coated stainless steel and titanium alloy, Wear, 2019, vol. 422, pp. 68–80.CrossRef Łępicka, M., Grądzka-Dahlke, M., Pieniak, D., Pasierbiewicz, K., Kryńska, K., and Niewczas, A., Tribological performance of titanium nitride coatings: A comparative study on TiN-coated stainless steel and titanium alloy, Wear, 2019, vol. 422, pp. 68–80.CrossRef
4.
go back to reference Qi, S., Li, X., and Dong, H., Reduced friction and wear of electro-brush plated nickel composite coatings reinforced by graphene oxide, Wear, 2019, vol. 426, pp. 228–238.CrossRef Qi, S., Li, X., and Dong, H., Reduced friction and wear of electro-brush plated nickel composite coatings reinforced by graphene oxide, Wear, 2019, vol. 426, pp. 228–238.CrossRef
5.
go back to reference Li, Z., Wei, M., Kui Xiao, K., Bai, Z., Xue, W., Dong, C., Wei, D., and Li, X., Microhardness and wear resistance of Al2O3–TiB2–TiC ceramic coatings on carbon steel fabricated by laser cladding, Ceram. Int., 2019, vol. 45, no. 1, pp. 115–121.CrossRef Li, Z., Wei, M., Kui Xiao, K., Bai, Z., Xue, W., Dong, C., Wei, D., and Li, X., Microhardness and wear resistance of Al2O3–TiB2–TiC ceramic coatings on carbon steel fabricated by laser cladding, Ceram. Int., 2019, vol. 45, no. 1, pp. 115–121.CrossRef
6.
go back to reference Goldstein, R.V. and Osipenko, N.M., About compression fracture, Phys. Mesomech., 2019, vol. 22, no. 6, pp. 439–455.CrossRef Goldstein, R.V. and Osipenko, N.M., About compression fracture, Phys. Mesomech., 2019, vol. 22, no. 6, pp. 439–455.CrossRef
7.
go back to reference Korotaev, A.D., Litovchenko, I.Y., and Ovchinnikov, S.V., Structural-phase state, elastic stress, and functional properties of nanocomposite coatings based on amorphous carbon, Phys. Mesomech., 2019, vol. 22, no. 6, pp. 488–495.CrossRef Korotaev, A.D., Litovchenko, I.Y., and Ovchinnikov, S.V., Structural-phase state, elastic stress, and functional properties of nanocomposite coatings based on amorphous carbon, Phys. Mesomech., 2019, vol. 22, no. 6, pp. 488–495.CrossRef
8.
go back to reference Dutta, S., Pal, S.K., and Sen, R., Progressive tool flank wear monitoring by applying discrete wavelet transform on turned surface images, Measurement, 2016, vol. 77, pp. 388–401.CrossRef Dutta, S., Pal, S.K., and Sen, R., Progressive tool flank wear monitoring by applying discrete wavelet transform on turned surface images, Measurement, 2016, vol. 77, pp. 388–401.CrossRef
9.
go back to reference Astafieva, N.M., Wavelet analysis: Theory foundations and application examples, Usp. Fiz. Nauk, 1996, vol. 166, no. 11, pp. 1145–1170.CrossRef Astafieva, N.M., Wavelet analysis: Theory foundations and application examples, Usp. Fiz. Nauk, 1996, vol. 166, no. 11, pp. 1145–1170.CrossRef
10.
go back to reference Syryamkin, V.I., Glushkov, G.S., Borodin, V.A., and Zhdanov, D.S., Integrated optoacoustic-television methods for the nondestructive testing of solid nanomaterials, Russ. J. Nondestr. Test., 2011, vol. 47, no. 11, pp. 754–764.CrossRef Syryamkin, V.I., Glushkov, G.S., Borodin, V.A., and Zhdanov, D.S., Integrated optoacoustic-television methods for the nondestructive testing of solid nanomaterials, Russ. J. Nondestr. Test., 2011, vol. 47, no. 11, pp. 754–764.CrossRef
11.
go back to reference Kuznetsov, P.V., Panin, V.E., and Schreiber, J.S., Fractal dimension as a characteristic of deformation stages of austenite stainless steel under tensile load, Theor. Appl. Fract. Mech., 2001, vol. 35, pp. 171–177.CrossRef Kuznetsov, P.V., Panin, V.E., and Schreiber, J.S., Fractal dimension as a characteristic of deformation stages of austenite stainless steel under tensile load, Theor. Appl. Fract. Mech., 2001, vol. 35, pp. 171–177.CrossRef
12.
go back to reference Bhat, N.N., Kumari, K., Dutta, S., Pal, S.K., and Pal, S., Friction stir weld classification by applying wavelet analysis and support vector machine on weld surface images, J. Manuf. Process., 2015, vol. 20, pp. 274–281.CrossRef Bhat, N.N., Kumari, K., Dutta, S., Pal, S.K., and Pal, S., Friction stir weld classification by applying wavelet analysis and support vector machine on weld surface images, J. Manuf. Process., 2015, vol. 20, pp. 274–281.CrossRef
13.
go back to reference Panin, A.V., Shugurov, A.R., and Schreiber, J., Fractal analysis of electromigration-induced changes of surface topography in Au conductor lines, Surf. Sci., 2003, vol. 524, nos. 1–3, pp. 191–198. Panin, A.V., Shugurov, A.R., and Schreiber, J., Fractal analysis of electromigration-induced changes of surface topography in Au conductor lines, Surf. Sci., 2003, vol. 524, nos. 1–3, pp. 191–198.
14.
go back to reference Panin, S.V., Shakirov, I.V., Syryamkin, V.I., and Svetlakov, A.A., Application of wavelet analysis of surface images to studying the processes of plastic deformation and fracture at the mesoscale level, Avtometriya, 2003, vol. 39, no. 1, pp. 37–53. Panin, S.V., Shakirov, I.V., Syryamkin, V.I., and Svetlakov, A.A., Application of wavelet analysis of surface images to studying the processes of plastic deformation and fracture at the mesoscale level, Avtometriya, 2003, vol. 39, no. 1, pp. 37–53.
16.
go back to reference Stout, K.J. and Blunt, L., Three Dimensional Surface Topography, Amsterdam: Elsevier, 2000. Stout, K.J. and Blunt, L., Three Dimensional Surface Topography, Amsterdam: Elsevier, 2000.
17.
go back to reference Panin, S.V., Altukhov, Yu.A., Lyubutin, P.S., Byakov, A.V., and Khizhnyak, S.A., Application of fractal dimension to assessing surface images obtained by various sensors, Avtometriya, 2013, vol. 49, no. 1, pp. 42–49. Panin, S.V., Altukhov, Yu.A., Lyubutin, P.S., Byakov, A.V., and Khizhnyak, S.A., Application of fractal dimension to assessing surface images obtained by various sensors, Avtometriya, 2013, vol. 49, no. 1, pp. 42–49.
18.
go back to reference Oliver, W.C. and Pharr, G.M., An improved technique for determining hardness and elastic modulus using load and displacement sensing indentation experiments, J. Mater. Res., 1992, vol. 7, no. 6, pp. 1564–1583.CrossRef Oliver, W.C. and Pharr, G.M., An improved technique for determining hardness and elastic modulus using load and displacement sensing indentation experiments, J. Mater. Res., 1992, vol. 7, no. 6, pp. 1564–1583.CrossRef
19.
go back to reference Douketis, C., Wang, Z., Haslett, T.L., and Moskovits, M., Fractal character of cold-deposited silver films determined by low-temperature scanning tunneling microscopy, Phys. Rev. B, 1995, vol. 51, no. 16, p. 11022.CrossRef Douketis, C., Wang, Z., Haslett, T.L., and Moskovits, M., Fractal character of cold-deposited silver films determined by low-temperature scanning tunneling microscopy, Phys. Rev. B, 1995, vol. 51, no. 16, p. 11022.CrossRef
20.
go back to reference Daubechies, I., The wavelet transform, time-frequency localization and signal analysis, IEEE Trans. Inf. Theory, 1990, vol. 36, no. 5, pp. 961–1005.CrossRef Daubechies, I., The wavelet transform, time-frequency localization and signal analysis, IEEE Trans. Inf. Theory, 1990, vol. 36, no. 5, pp. 961–1005.CrossRef
21.
go back to reference Tsui, T.Y., Pharr, G.M., Oliver, W.C., Bhatia, C.S., White, R.L., Anders, S., Anders, A., and Brown, I.G., Nanoindentation and nanoscratching of hard carbon coatings for magnetic disks, Mater. Res. Soc. Symp. Proc., 1995, vol. 383, pp. 447–452.CrossRef Tsui, T.Y., Pharr, G.M., Oliver, W.C., Bhatia, C.S., White, R.L., Anders, S., Anders, A., and Brown, I.G., Nanoindentation and nanoscratching of hard carbon coatings for magnetic disks, Mater. Res. Soc. Symp. Proc., 1995, vol. 383, pp. 447–452.CrossRef
22.
go back to reference Leyland, A. and Matthews, A., On the significance of the H/E ratio in wear control: A nanocomposite coating approach to optimised tribological behavior, Wear, 2000, vol. 246, pp. 1–11.CrossRef Leyland, A. and Matthews, A., On the significance of the H/E ratio in wear control: A nanocomposite coating approach to optimised tribological behavior, Wear, 2000, vol. 246, pp. 1–11.CrossRef
23.
go back to reference Musil, J., Kunc, F., Zeman, H., and Poláková, H., Relationships between hardness, Young’s modulus and elastic recovery in hard nanocomposite coatings, Surf. Coat. Technol., 2002, vol. 154, pp. 304–313.CrossRef Musil, J., Kunc, F., Zeman, H., and Poláková, H., Relationships between hardness, Young’s modulus and elastic recovery in hard nanocomposite coatings, Surf. Coat. Technol., 2002, vol. 154, pp. 304–313.CrossRef
24.
go back to reference Panin, S.V., Syryamkin, V.I., and Glukhikh, A.I., Application of spectral analysis of surface images to studying fatigue fracture processes at the mesoscale level, Avtometriya, 2003, vol. 39, no. 4, pp. 79–92. Panin, S.V., Syryamkin, V.I., and Glukhikh, A.I., Application of spectral analysis of surface images to studying fatigue fracture processes at the mesoscale level, Avtometriya, 2003, vol. 39, no. 4, pp. 79–92.
Metadata
Title
Using Methods of Analysis of Optical Images of Friction Surfaces of Ti–Al–N Based Coatings for Assessing Accumulation of Damage and Diagnostics of Failure in Tribological Tests
Authors
A. R. Shugurov
E. D. Kuz’minov
S. V. Panin
Publication date
01-08-2020
Publisher
Pleiades Publishing
Published in
Russian Journal of Nondestructive Testing / Issue 8/2020
Print ISSN: 1061-8309
Electronic ISSN: 1608-3385
DOI
https://doi.org/10.1134/S1061830920080100

Other articles of this Issue 8/2020

Russian Journal of Nondestructive Testing 8/2020 Go to the issue

Premium Partners