Method for prediction of the density of released seismic energy for Solikamsk-1 mine at the Upper Kama potash deposit

DOI: https://doi.org/10.30686/1609-9192-2023-S1-76-82
Читать на русскоя языкеZlobina T.V., Shulakov D.Yu.
Mining Institute of the Ural Branch of the Russian Academy of Sciences, Perm, Russian Federation
Russian Mining Industry №1S / 2023 р. 76-82

Abstract: The issue of predicting seismic activity at mines is relevant for many industrial areas of the world. Seismic events recorded in different deposits are the result of combinations of geological and mining factors. This article describes characteristic of microseismic activity at the Solikamsk-1 mine of the Upper Kama potash salt deposit (Perm Territory, Russia). The collected seismic material, obtained over more than 25 years of monitoring observations, is the foundation for identifying the spatial and temporal characteristics. This information is the basis of the concept for seismic prediction at the mine. The article represents the stages of predicting one of the seismic parameters, i.e. the density of seismic energy release – Es. The selected stages allow carrying out verification and approbation of the mathematical model. The correlation and regression analyzes showed that this algorithm makes it possible to predict the maximum level of seismicity throughout the mine, where mining parameters are identical. The result of this methodology is the prediction map for 2023 for the Solikamsk-1 mine. This map shows zones with the value of the Es parameter exceeding 20 J/100 m2, which are the most geodynamically hazardous areas. Appropriate measures to reduce the intensity of the deformation processes need to be implemented in these zones.

Keywords: potash mine, seismic monitoring, induced seismicity, prediction model, mining parameters, spatial analysis, prediction, correlation analysis, regression analysis

Acknowledgements: The research was carried out with the financial support of the Ministry of Science and Education of the Russian Federation (project No. 075-03-2021-374 on December 29, 2020, reg. No. 122012000401-7)

For citation: Zlobina T.V., Shulakov D.Yu. Method for prediction of the density of released seismic energy for Solikamsk-1 mine at the Upper Kama potash deposit. Russian Mining Industry. 2023;(1 Suppl.):76–82. https://doi.org/10.30686/1609-9192-2023-S1-76-82


Article info

Received: 30.12.2022

Revised: 23.01.2023

Accepted: 25.01.2023


Information about the authors

Tatiana V. Zlobina – Engineer, Mining Institute of the Ural Branch of the Russian Academy of Sciences, Perm, Russian Federation; https://orcid.org/0000-0002-2626-6355; e-mail: This email address is being protected from spambots. You need JavaScript enabled to view it.

Denis Yu. Shulakov – Head of Laboratory, Cand. Sci. (Eng.), Mining Institute of the Ural Branch of the Russian Academy of Sciences, Perm, Russian Federation; https://orcid.org/0000-0002-5673-8819; e-mail: This email address is being protected from spambots. You need JavaScript enabled to view it.


References

1. Malovichko D.А. Assessment of seismic hazard in mines. Russian Journal of Seismology. 2020;2(2):21–38. (In Russ.) https://doi.org/10.35540/2686-7907.2020.2.02

2. Zhu S., Liu J., Jiang F., Shang X., Sun X., Zhang X., Song D., Zhang M., Wang A., Xie H., Qu X. Classification, prediction, prevention and control of roof movement-type mine earthquakes and induced disasters in China’s coal mines. Meitan Xuebao. Journal of the China Coal Society. 2022;47(2):807–816. (In Chinese) https://doi.org/10.13225/j.cnki.jccs.XR21.1800

3. Agrawal A., Choudhary B.S., Murthy V.M.S.R. Seismic energy prediction to optimize rock fragmentation: a modified approach. International Journal of Environmental Science and Technology. 2022;19(11):11301–11322. https://doi.org/10.1007/s13762-021-03753-w

4. Wang S., Si G., Wang C., Cai W., Li B., Oh J., Canbulat Is. Quantitative assessment of the spatio-temporal correlations of seismic events induced by longwall coal mining. Journal of Rock Mechanics and Geotechnical Engineering. 2022;14(5):1406–1420. https://doi.org/10.1016/j.jrmge.2022.04.002

5. Glazer S.N. Mine seismology: Seismic response to the caving process: A case study from four mines. Springer Nature; 2018. 242 p. https://doi.org/10.1007/978-3-319-95573-5

6. Nazarevych L.Ye., Nazarevych A.V., Nishchimenko I.M., Oliynyk H.I. The failed technogenic earthquake of September 30 (29), 2017, in Stebnyk and the natural seimotectonic activity of the area. In: 17th International Conference on Geoinformatics – Theoretical and Applied Aspects. European Association of Geoscientists & Engineers; 2018, pp. 1–5. https://doi.org/10.3997/2214-4609.201801821

7. Zhukova S.A., Zhuravleva O.G., Onuprienko V.S., Streshnev A.A. Seismic behavior of rock mass in mining rockburst-hazardous deposits in the Khibiny massif. Mining Informational and Analytical Bulletin. 2022;(7):5–17. (In Russ.) https://doi.org/10.25018/0236_1493_2022_7_0_5

8. Kozyrev A.A., Fedotova Yu.V., Zhuravleva O.G. Probabilistic prediction of seismic hazardous zones in rockburst-prone ore mines of the Khibiny massif. Vestnik of MSTU. 2014;17(2):225–230. (In Russ.)

9. Belkin V.V. Monitoring of the geological environment of the Upper Kama salt-bearing basin. 2nd ed. Berezniki: Berezniki Branch of Perm State Technical University; 2006. 252 p. (In Russ.)

10. Kutovoi S.N., Kataev A.V., Efimov E.M., Overin A.V. Workflow automation for mining operations annual plans. Perm Journal of Petroleum and Mining Engineering. 2019;19(3):240–250. https://doi.org/10.15593/2224-9923/2019.3.4

11. Soloviev V.A., Sekuntsov A.I. Exploitation potash deposit. Perm: Perm National Research Polytechnic University; 2023, 265 p. (In Russ.)

12. Baryakh А.А., Smirnov E.V., Kvitkin S.Y., Tenison L.O. Russian potash industry: Issues of rational and safe mining. Russian Mining Industry. 2022;(1):41–50. (In Russ.) https://doi.org/10.30686/1609-9192-2022-1-41-50

13. Malovichko A.A., Malovichko D.A., Dyagilev R.A. Seismological observation in mines at the Upper Kama potash deposit. Gornyi Zhurnal. 2008;(10):25–29. (In Russ.)

14. Shulakov D.Yu., Butyrin P.G., Verkholantsev A.V. Seismological monitoring at the Upper Kama Potash Deposit: Objectives, problems, solutions. Gornyi Zhurnal. 2018;(6):25–29. (In Russ.) https://doi.org/10.17580/gzh.2018.06.05

15. Asanov V.A., Pankov I.L., Gurko I.V. Brittle fracture of salt rocks. Mining Informational and Analytical Bulletin. 2005;(7):137–142. (In Russ.)

16. Zlobina T.V. Parameter improvement of the seismic activity prediction model for Solikamsk-1 mine at Upper Kama potash deposit. Gornoe ekho. 2022;(1):101–108. (In Russ.) https://doi.org/10.7242/echo.2022.1.16

17. Dyagilev R.A., Zlobina T.V., Shulakov D.Yu. Induced seismicity in potash mines of the Upper Kama deposit. In: Melnikov N.N. (ed.) Geomechanical field and processes: experimental-and-analytical research into initiation and growth of source zones of disastrous events in geotechnical and natural systems. Novosibirsk: Siberian Branch of the Russian Academy of Sciences; 2018, vol. 1, pp. 80–94. (In Russ.)