Bibliography: 1. Drachev N. A., Podshivalova M. V., Podshivalov D. V. Assessment of digital transformation in the Russian mining industry: a resource-based approach. Bulletin of the South Ural State University. Series: Economics and Management. 2025, vol. 19, no. 1, pp. 78—87. [In Russ]. DOI: 10.14529/em250106.
2. Gareev T. R. Technological sovereignty: from conceptual contradictions to practical implementation. Terra Economicus. 2023, vol. 21, no. 4, pp. 38—54. [In Russ]. DOI: 10.18522/2073-6606-2023-21-4-38-54.
3.Budrina E. V., Timoshilova P. S. Technological sovereignty as a strategic priority: institutional methods and innovation trajectories. Vestnik ekonomiki, prava i sotsiologii. 2025, no. 3, pp. 15—20. [In Russ]. DOI: 10.24412/1998-5533-2025-3-15-20.
4. Cherepovitsyn A. E., Tretyakov N. A. Development of a new assessment system for the applicability of digital projects in the oil and gas sector. Journal of Mining Institute. 2023, vol. 262, pp. 628—642. [In Russ].
5. Linnik V. Yu., Laznik A. A., Gordeeva T. S. Strengthening technological sovereignty of the Russian oil and gas industry under turbulent geopolitical conditions. Vestnik universiteta. 2024, no. 11, pp. 34—42. [In Russ]. DOI: 10.26425/1816-4277-2024-11-34-42.
6. Lyushina E. Yu. Analysis of the state and use of advanced production technologies in Russia. Nauchnoe obozrenie. Ekonomicheskie nauki. 2022, no. 2, pp. 5—9. [In Russ]. DOI: 10.17513/sres.1096.
7. Bogachev Yu. S., Trifonov P. V., Abdikeev N. M. Main directions and mechanisms of industrial digitalization in the Russian Federation. Strategic Decisions and Risk Management. 2022, vol. 13, no. 2, pp. 151—159. [In Russ]. DOI: 10.17747/2618-947X-2022-2-151-159.
8. Yakushev N. O., Ustinova K. A., Kochnev A. A. Import substitution as a factor in the development of domestic digital technology. Economic and Social Changes: Facts, Trends, Forecast. 2024, vol. 17, no. 3, pp. 82—101. [In Russ]. DOI: 10.15838/esc.2024.3.93.5.
9. Onifade M., Adebisi J. A., Shivute A. P., Genc B. Challenges and applications of digital technology in the mineral industry. Resources Policy. 2023, vol. 85, article 103978. DOI: 10.1016/j.resourpol.2023.103978.
10. Lukichev S. V., Nagovitsyn O. V. Scientific and methodological approaches in implementing the MGIS import substitution project at PJSC ALROSA. Journal of Mining Institute. 2025, vol. 275, pp. 155—166. [In Russ].
11. Zhigalov V. I. Digital economy and import substitution: stages and prospects of development in Russia. Diskussiya. 2023, no. 2 (117), pp. 95—106. [In Russ]. DOI: 10.46320/2077-7639-2023-2-117-95-106.
12. МMatveeva L. G., Kaplyuk E. V., Nizov N. V. Ways to reduce the technological dependence of Russian industry on imports under the imperatives of import substitution. Vestnik Akademii znaniy. 2021, no. 4 (45), pp. 184—191. [In Russ]. DOI: 10.24412/2304-6139-2021-11355.
13. Yurak V. V., Polyanskaya I. G., Malyshev A. N. The assessment of the level of digitalization and digital transformation of the oil and gas industry of the Russian Federation. Mining Science and Technology (Russia). 2023, vol. 8, no. 1, pp. 87—110. [In Russ]. DOI: 10.17073/2500-0632-2022-08-16.
14. Gubernatorov A. M., Kuznetsov D. V., Shuvalova O. V., Lomov E. E., Stelmashenko N. D. Technological sovereignty of the Russian mining industry: financial and economic assessment of import substitution of heavy mining equipment and mineral processing machinery (2022–2025). Russian Mining Industry Journal. 2026, no. 4, pp. 84—92. [In Russ]. DOI: 10.30686/1609-9192-2026-4-84-92.
15. Liang G., Liang Y., Niu D., Shaheen M. Balancing sustainability and innovation: The role of artificial intelligence in shaping mining practices for sustainable mining development. Resources Policy. 2024, vol. 90, article 104793. DOI: 10.1016/j.resourpol.2024.104793.
16. Calzada Olvera B. Innovation in mining: what are the challenges and opportunities along the value chain for Latin American suppliers? Mineral Economics. 2022, vol. 35, no. 1, pp. 35—51. DOI: 10.1007/s13563-021-00251-w.
17. Matrenin P. V., Stepanova A. I. Enhancing the interpretability of electricity consumption forecasting models for mining enterprises using SHapley Additive exPlanations. Journal of Mining Institute. 2025, vol. 271, pp. 154—167. [In Russ].
18. Morgoeva A. D., Morgoev I. D., Klyuev R. V., Khetagurov V. N., Gavrina O. A. Short-term prediction of energy consumption at concentration factory. MIAB. Mining Inf. Anal. Bull. 2023, no. 5-1, pp. 157—169. [In Russ]. DOI: 10.25018/0236_1493_2023_51_0_157.
19. Petrov I. V., Shcherbachenko P. S., Tikhomirov A. A. Monitoring the business reputation index of business entities in the mining industry. Russian Mining Industry Journal. 2025, no. 4, pp. 116—121. [In Russ]. DOI: 10.30686/1609-9192-2025-4-116-121.
20. Lund E., Pekkari A., Johansson J., Lööw J. Mining 4.0 and its effects on work environment, competence, organisation and society — A scoping review. Mineral Economics. 2024, vol. 37, no. 4, pp. 827—840. DOI: 10.1007/s13563-024-00427-0.
21. Crabbe M., Leader J., Hall H. M., Burdett M. Technology adoption in the Canadian mining sector: A systematic scoping review. Resources Policy. 2025, vol. 103, article 105566. DOI: 10.1016/j.resourpol.2025.105566.
22. Petrov I. V., Merkulina I. A., Omarova G. Impact of the integration of education, science and business on the development of entrepreneurship in coal mining companies. Ugol’. 2024, no. 7 (1182), pp. 42—47. [In Russ]. DOI: 10.18796/0041-5790-2024-7-42-47.