Logical-and-probabilistic methods of modeling mine accident scenarios

The article necessitates the coal mine safety analysis including and integrating the standard operating environment of the mines, as well as external impacts and errors of personnel in the course of mining and automation and control equipment operation. The correlation ofthe causes of accidents and sources of hazards (SH) is illustrated. The methods of the mine safety analysis capable to disclose the most hazardous causes and conditions of mine accidents are reviewed. In mines, despite extremely low but nonzero probability, accidents nevertheless happen because of high probability density of rare hazardous situations with heavy consequences and after-effects. It is proved to be expedient to use the logical-and-probabilistic methods for modeling scenarios of possible accidents which are interpreted using the causeand-effect diagrams of event chains. Based on the frequency rating of the contingency events in coal mining, it is validated to change from the weights of different triggering conditions to their contribution to accident events. The developed simulation models of decision-making in the real-time and sapid analysis of accident events include the valuation of the weights and contributions of geological / geotechnical factors and personnel errors in the risks of methane explosions, fires and gas contamination in mines in case of gas drainage failure.

Keywords: hazard weight, triggering condition contribution, hazards tree, simulation model, hazardous factors, accident causes, logical-and-probabilistic methods, coal mines.
For citation:

Kupriyanov V. V., Bondarenko I. S. Logical-and-probabilistic methods of modeling mine accident scenarios. MIAB. Mining Inf. Anal. Bull. 2023;(7):114-131. [In Russ]. DOI: 10.25018/0236_1493_2023_7_0_114.

Acknowledgements:
Issue number: 7
Year: 2023
Page number: 114-131
ISBN: 0236-1493
UDK: 622.81
DOI: 10.25018/0236_1493_2023_7_0_114
Article receipt date: 13.03.2023
Date of review receipt: 15.04.2023
Date of the editorial board′s decision on the article′s publishing: 10.06.2023
About authors:

V.V. Kupriyanov1, Dr. Sci. (Eng.), Professor, e-mail: Kupriyanov.VV@misis.ru, ORCID ID: 0000-0003-3793-8361,
I.S. Bondarenko1, Cand. Sci. (Eng.), Assistant Professor, e-mail: i.bondarenko@misis.ru, ORCID ID: 0000-0002-4160-8413,
1 National University of Science and Technology «MISiS», 119049, Moscow, Russia.

 

For contacts:

I.S. Bondarenko, e-mail: i.bondarenko@misis.ru.

Bibliography:

1. Seregin A. S., Fazylov I. R., Prokhorova E. A. Justification of safe operating conditions for mining transportation machines powered by internal combustion engines using air pollutant emission criterion. MIAB. Mining Inf. Anal. Bull. 2022, no. 11, pp. 37—51. [In Russ]. DOI: 10.25018/0236_1493_2022_11_0_37.

2. Rudakov M. L., Smirnyakova V. V., Almosova Ya. V., Kargopolova A. P. Factor analysis of industrial injuries in order to improve the procedures for training workers in labor safety in the conduct of coal mining operations. Occupational Safety in Industry. 2021, no. 5, pp. 82—87. [In Russ]. DOI: 10.24000/0409-2961-2021-5-82-87.

3. Lebedev V. S., Skopintseva O. V. Residual coalbed gas components: composition, content, hazard. Gornyi Zhurnal. 2017, no. 4, pp. 84—86. [In Russ]. DOI: 10.17580/gzh.2017.04.17.

4. Smirnyakov V. V., Smirnyakova V. V. Unhandy factors in the statistics of causes of accidents dust and gas explosions in coal mines of Russia. Gornyi Zhurnal. 2016, no. 1, pp. 30—34. [In Russ]. DOI: 10.17580/gzh.2016.01.07.

5. Kavanagh P. Health and safety are about prevention and response, available at: https:// www.canadianminingjournal.coin/features/health-and-safety-are-about-prevention-and response / (accessed 10.02.2022).

6. Brune J. The methane-air explosion hazard within coal mine gobs. Mining Engineering. 2014, vol. 2, pp. 1—7.

7. Rybak J., Adigamov A., Kongar-Syuryun C., Khayrutdinov M., Tyulyaeva Y. Renewableresource technologies in mining and metallurgical enterprises providing environmental safety. Minerals. 2021, vol. 11, no. 10, article 1145. DOI: 10.3390/min11101145.

8. Bondarenko I. S. Elaboration of plans–forecasts based on engineering-and-economic performance of mines. MIAB. Mining Inf. Anal. Bull. 2022, no. 3, pp. 97—107. [In Russ]. DOI: 10.25018/0236_1493_2022_3_0_97.

9. The Coalmining History Resource Centre, available at: http://www.cmhrc.co.uk/site/disasters/ (accessed 30.01.2022).

10. Bise C. J. Modern American coal mining: methods and applications. Englewood, Colorado: SME, 2020. 566 p.

11. Skopintseva O. V., Ganova S. D., Demin N. V., Papichev V. I. Integrated method of reducing dust and gas hazards in coal mines. Gornyi Zhurnal. 2018, no. 11, pp. 97—100. [In Russ]. DOI: 10.17580/gzh.2018.11.18.

12. Amez I., León D., Ivannikov A., Kolikov K., Castells B. Potential of CBM as an energy vector in active mines and abandoned mines in Russia and Europe. Energies. 2023, vol. 16, no. 3, article 1196. DOI: 10.3390/en16031196.

13. Kabanov E. I., Korshunov G. I., Magomet R. D. Quantitative risk assessment of miners injury during explosions of methane-dust-air mixtures in underground workings. Journal of Applied Science and Engineering. 2020, vol. 24, no. 1, pp. 105—110. DOI: 10.6180/ jase.202102_24(1).0014.

14. Henley E. J., Kumamoto H. Nadezhnost' tekhnicheskikh sistem i otsenka riska [Reliability of technical systems and risk assessment], Moscow, Mashinostroenie, 2004, 528 p.

15. Kabanov E. I.Allowable occupational injury risk assessment in coal mining industry. MIAB. Mining Inf. Anal. Bull. 2022, no. 5, pp. 167—180. [In Russ]. DOI: 10.25018/0236_1493_2022_ 5_0_167.

16. Sukhorukova M. A., Ivannikov A. L. Vehicle accident risk assessment in mines. MIAB. Mining Inf. Anal. Bull. 2020, no. 6-1, pp. 224—232. [In Russ]. DOI: 1025018/0236-1493-20206-1-0-224-232.

17. Kupriyanov V. V., Bondarenko I. S. Ensuring safety of industrial cargo by rail transportation at the mining enterprises. Occupational Safety in Industry. 2021, no. 4, pp. 56—62. [In Russ]. DOI: 10.24000/0409-2961-2021-4-56-62.

18. Vostrikov A. V., Prokofeva E. N., Goncharenko S. N., Gribanov I. V. Analytical modeling for the modern mining industry. Eurasian Mining. 2019, no. 2, pp. 30—35. DOI: 10.17580/ em.2019.02.07.

19. Peterson J. Teoriya sistem Petri i modelirovanie sistem [The History of Petri networks and modeling of systems], Moscow, Mir, 1984, 264 p.

20. Solov'ev A. E. Assessment of catastrophic changes in the behavior of the technosphere of a coal mine and a quarry with incomplete data. MIAB. Mining Inf. Anal. Bull. 2004, no. 4, pp. 166—167. [In Russ].

21. Kupriyanov V. V., Temkin I. O., Bondarenko I. S. Study of time characteristics for emergency situations in coal mines. Occupational Safety in Industry. 2022, no. 1, pp. 39—45. [In Russ]. DOI: 10.24000/0409-2961-2022-1-39-45.

22. Solov'ev A. E. Modeli i algoritmy prinyatiya optimal'nykh resheniy pri minimizatsii riska avariynykh situatsiy [Models and algorithms for making optimal decisions while minimizing the risk of emergency situations], Candidate’s thesis, Moscow, MGGU, 2007, 22 p.

23. Ryabinin I. A., Parfenov Yu. M. Determination of the importance characteristics for element collection of the energetical system at the study of fail proofity it. Energetika i transport. 1991, no. 1, pp. 44—57. [In Russ].

24. Temkin I. O., Klebanov D. A., Deryabin S. A., Konov I. S. Construction of intelligent geoinformation system for a mine using forecasting analytics techniques. MIAB. Mining Inf. Anal. Bull. 2020, no. 3, pp. 114—125. [In Russ]. DOI: 10.25018/0236-1493-2020-3-0-114-125.

25. Khayrutdinov M. M., Golik V. I., Aleksakhin A. V., Trushina E. V., Lazareva N. V., Aleksakhina Y. V. Proposal of an algorithm for choice of a development system for operational and environmental safety in mining. Resources. 2022, vol. 11, no. 10, article 88. DOI: 10.3390/ resources11100088.

26. Temkin I., Deryabin S., Konov I., Kim M. Possible architecture and some neuro-fuzzy algorithms of an intelligent control system for open pit mines transport facilities. Frontiers in Artificial Intelligence and Applications. 2019, vol. 320, pp. 412—420. DOI: 10.3233/FAIA 190205.

27. Semenov A. S., Kruk M. N. Project risk analysis and management decision-making in determining the parameters of ore quarries. Journal of Industrial Pollution Control. 2017, vol. 33, no. 1, pp. 1024—1028.

28. Shurunov A., Sheremeev A., Kaeshkov I., Kolesnikov M., Bikkulov M., Uchuev R., Solodov S., Islamov R., Saitgareev I. Application of the HW with MSHF investigations to manage the development of low-permeability reservoirs. Society of Petroleum Engineers — SPE Russian Petroleum Technology Conference 2020, RPTC 2020. DOI: 10.2118/201911-MS.

29. Bliznyuk V. V., Parshin V. A., Savinov N. S., Selivanov A. A., Tarasov A. E. Features of measurements the IR radiation power of a laser diode used in active optoelectronic systems for studying flows. Journal of Physics: Conference Series. 2021, vol. 2127, no. 1, article 012047. DOI: 10.1088/1742-6596/2127/1/012047.

30. Rogalev A. N., Sokolov V. P., Sokolova J. V., Milukov I. A., Bratukhin A. G. Methodology of reasonable application of digital technology for creating competitive high-tech products. International Journal of Mechanical Engineering and Technology. 2018, no. 9(10), pp. 670— 678. [In Russ].

31. Le Dinh H., Temkin I. O. Application of PSO and bacterial foraging optimization to speed control PMSM servo systems. IEEE 7th International Conference on Communications and Electronics, ICCE 2018. 2018, vol. 2018, pp. 196—201, article 8465728. DOI: 10.1109/ CCE.2018.8465728.

32. Baca M., Ivannikov A. L., Rybak J. Numerical modelling of various aspects of pipe pile static load test. Energies. 2021, vol. 14, no. 24, article 8598. DOI: 10.3390/en14248598.

33. Neudakhina Y., Trofimov V. About designing an intelligent system for forecasting electric power consumption based on artificial neural networks. CEUR Workshop Proceedings. 2021, vol. 2843, article 024.

34. Tulsky V., Shevlyugin M., Korolev A., Subhanverdiev K., Murzintsev A., Zhgun K., Silaev M., Khripushkin N., Baembitov R. Application of ETAPTM eTraXTM software package for digital simulation of distribution network that feeds an AC traction power supply system. E3S Web of Conferences. 2020, vol. 209, article 07011. DOI: 10.1051/e3sconf/202020907011.

35. Babyr K. V., Ustinov D. A., Pelenev D. N. Improving the electrical safety of service personnel in conditions of incomplete single-phase ground faults. Occupational Safety in Industry. 2022, no. 8, pp. 55—61. [In Russ]. DOI: 10.24000/0409-2961-2022-8-55-61.

36. Rogalev A., Rogalev N., Kharlamova D., Shcherbatov I., Karev T. Development of solutions for increasing the combustion efficiency of hydrogen in water vapor in a hydrogenoxygen steam superheater. Inventions. 2023, vol. 8, no. 1, article 6. DOI: 10.3390/inventions8010006.

37. Litvinenko V. S., Tsvetkov P. S., Dvoynikov M. V., Buslaev G. V. Barriers to implementation of hydrogen initiatives in the context of global energy sustainable development. Journal of Mining Institute. 2020, vol. 244, no. 4, pp. 428—438. DOI: 10.31897/PMI.2020.4.5.

38. Zaytseva E. V. Strategic management in the cement industry. MIAB. Mining Inf. Anal. Bull. 2019, no. 2, pp. 214—220. [In Russ]. DOI: 10.25018/0236-1493-2019-02-0-214-220.

39. Tsyglyanu P. P., Romasheva N. V., Fadeeva M. L., Petrov I. V. Engineering projects in the fuel and energy complex of Russia: current problems, factors and recommendations for development. Ugol'. 2023, no. 3, pp. 45—51. [In Russ]. DOI: 10.18796/0041-5790-2023-3-45-51.

40. Litvinenko V. S. Correction to: Digital economy as a factor in the technological development of the mineral sector. Natural Resources Research. 2020, vol. 29, no. 3, pp. 1521—1541, DOI: 10.1007/s11053-019-09568-4. Natural Resources Research. 2020, vol. 29, no. 5, article 3413. DOI: 10.1007/s11053-020-09716-1.

41. Goncharenko S. N., Lachihina A. B. Monitoring of geoinformation system security incidents in performance supervision and management in industry. MIAB. Mining Inf. Anal. Bull. 2022, no. 3, pp. 108—116. [In Russ]. DOI: 10.25018/0236_1493_2022_3_0_108.

42. Zaytseva E. V., Medyanik N. L. Automated integrated production and selling planning at processing plant in the cement industry. MIAB. Mining Inf. Anal. Bull. 2022, no. 2, pp. 111—123. [In Russ]. DOI: 10.25018/0236_1493_2022_2_0_111.

Подписка на рассылку

Подпишитесь на рассылку, чтобы получать важную информацию для авторов и рецензентов.