Communications - Scientific Letters of the University of Zilina 2025, 27(3):B208-B215 | DOI: 10.26552/com.C.2025.040

Predicting Residual Life of Toro-40D Units Using the Oil Spectral Analysis Method

Bakytzhan Kyrgyzbay ORCID...1, Mergen Zhumanov ORCID...2, Yerbol Kaliyev ORCID...1, Nurbol Kamzanov ORCID...3, Nursat Baikenzhe ORCID...3, Rustem Kozbagarov ORCID...1, *
1 Mukhametzhan Tynyshbayev ALT University, Almaty, Republic of Kazakhstan
2 Al Farabi Kazakh National University, Almaty, Republic of Kazakhstan
3 Satbayev University, Almaty, Republic of Kazakhstan

At the underground mines of Kazakhmys Corporation, where different types of highly productive self-propelled equipment with different types of pneumatic wheel drive are operated, there are significant downtime of technological equipment. As practice has shown, application of repair system with use of old methods and means, at operation of underground self-propelled equipment appeared to be ineffective. One of the main reasons of low efficiency of self-propelled machines operation is the absence of the system of continuous monitoring of technical condition of each machine and its aggregates with application of methods and means of diagnostics. To avoid failure, it is necessary to establish the predicted and residual resource at a certain operating time of the machine according to the diagnostics data. This paper outlines the results of research on predicting the residual life of machine units used in the conditions of the mine corporation "Kazakhmys".

Keywords: diagnostics, dump truck, wheel gearbox, spectral analysis, aggregate repair method, resource, transmission
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The authors received no financial support for the research, authorship and/or publication of this article.

Conflicts of interest:

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Received: February 20, 2025; Accepted: April 17, 2025; Prepublished online: April 30, 2025; Published: July 1, 2025  Show citation

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Kyrgyzbay, B., Zhumanov, M., Kaliyev, Y., Kamzanov, N., Baikenzhe, N., & Kozbagarov, R. (2025). Predicting Residual Life of Toro-40D Units Using the Oil Spectral Analysis Method. Communications - Scientific Letters of the University of Zilina27(3), B208-215. doi: 10.26552/com.C.2025.040
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References

  1. KLORIKYAN, S. H., STARICHNEV, V. V., SREBNY, M. A. Machinery and equipment for mines and mines: a reference book. Moscow: MSUH, 2002. ISBN 5-7418-0173-0.
  2. KAZACHENKO, G. V., PRUSHAK, V. Y., BASALAI, G. A. Mining machines. Part 2. Machines and complexes for mining: a textbook. Minsk: Higher school, 2018. ISBN 978-985-06-2982-1.
  3. GOLIK, V. I. Underground mining of ore deposits. Vologda: Infra-Engineering, 2022. ISBN 978-5-9729-0793-9.
  4. ANUSHENKOV, A. N., AKHPASHEV, B. A., VOLKOV, E. P. Underground geotechnology. Krasnoyarsk: Siberian Federal University, 2017. ISBN 978-5-7638-3725-4.
  5. KHOMENKO, O. E., KONONENKO, M. M., MALTSEV, D. V. Mining equipment for underground mining of ore deposits: a reference guide. Donetsk: National Mining University, 2010. ISBN 978-966-350-240-3.
  6. KOZBAGAROV, R. A., ZHIYENKOZHAYEV, M. S., KAMZANOV, N. S., TSYGANKOV, S. G., BAIKENZHEYEVA, A. S. Design of hydraulic excavator working members for development of mudslides. News of the National Academy of Sciences of the Republic of Kazakhstan, Series of Geology and Technical Sciences [online]. 2023, 2(458), p. 134-141. ISSN 2224-5278, eISSN 2518-170X. Available from: https://doi.org/10.32014/2023.2518-170Х.288 Go to original source...
  7. KOZBAGAROV, R., KAMZANOV, N., AMANOVA, M., BAIKENZHEYEVA A., NAIMANOVA G., Justification of the cam roller parameters for destruction of the road coatings for obtaining the lumpy asphalt scrap. Communications - Scientific Letters of the University of Zilina [online]. 2023, 25(2), p. 103-109. ISSN 1335-4205, eISSN 2585-7878. Available from: https://doi.org/10.26552/com.C.2023.028 Go to original source...
  8. KOZBAGAROV R., AMANOVA M., KAMZANOV N., BIMAGAMBETOVA L., IMANGALIYEVA, A. Investigation of wear of cutting part of polygonal knife car graders in different ground conditions. Communications - Scientific Letters of the University of Zilina [online]. 2022, 24(4), p. 229-238. ISSN 1335-4205, eISSN 2585-7878. Available from: https://doi.org/10.26552/com.C.2022.4.D229-D238 Go to original source...
  9. SHAKENOV, A., SLADKOWSKI, A., STOLPOVSKIKH, I. Haul road condition impact on tire life of mining dump truck. Scientific Bulletin of the National Mining University / Naukovyi Visnyk Natsionalnoho Hirnychoho Universytetu [online]. 2022, 6, p. 25-29. ISSN 2071-2227, eISSN 2223-2362. Available from: https://doi.org/10.33271/nvngu/2022-6/025 Go to original source...
  10. SLADKOWSKI, A., UTEGENOVA, A., KOLGA, A. D., GAVRISHEV, S. E., STOLPOVSKIKH, I., TARAN, I. Improving the efficiency of using dump trucks under conditions of career at open mining works. Naukovyi Visnyk Natsionalnoho Hirnychoho Universytetu [online]. 2019, 2, p. 36-42. ISSN 2071-2227, eISSN 2223-2362. Available from: https://doi.org/10.29202/nvngu/2019-2/8 Go to original source...
  11. TARAN, I., KLYMENKO, I. Analysis of hydrostatic mechanical transmission efficiency in the process of wheeled vehicle braking. Transport Problems [online]. 2017, 12, р. 45-56. ISSN 1896-0596, eISSN 2300-861X. Available from: https://doi.org/10.20858/tp.2017.12.se.4 Go to original source...
  12. BURMISTROV, K. V., OSINTSEV, N. A., SHAKSHAKPAEV, N. A. Selection of open-pit dump trucks during quarry reconstruction. Procedia Engineering [online]. 2017, 206, р. 1696-1702. ISSN 1877-7058. Available from: https://doi.org/10.1016/j.proeng.2017.10.700 Go to original source...
  13. RAKHMANGULOV, A., BURMISTROV, K., OSINTSEV, N. Multi-criteria system's design methodology for selecting open pits dump trucks. Sustainability [online]. 2024, 16(2), 863. eISSN 2071-1050. Available from: https://doi.org/10.3390/su16020863 Go to original source...
  14. KOZBAGAROV, R., ZHUSSUPOV, K., KALIYEV, Y., YESSENGALIYEV, M., KAMZANOV, N. Energy intensity study for soil transportation by inertial rotor. Vibroengineering Procedia [online]. 2023, 48, p. 93-99. ISSN 2345-0533, eISSN 2538-8479. Available from: https://doi.org/10.21595/vp.2023.23086 Go to original source...
  15. BODZIONY, P., KASZTELEWICZ, Z., SAWICKI, P. The problem of multiple criteria selection of the surface mining haul trucks. Archives of Mining Sciences [online]. 2016, 61(2), p.223-243. ISSN 0860-700, eISSN 1689-0469. Available from: https://doi.org/10.1515/amsc-2016-0017 Go to original source...

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