Moskva, Russian Federation
VAK Russia 5.2.3
VAK Russia 5.2.4
VAK Russia 5.2.5
VAK Russia 5.2.6
VAK Russia 5.2.7
UDC 33
The aim of the study is to assess the economic effect of integrating IoT solutions into digital platforms of the mineral-resource and fuel-and-energy sector of BRICS+ countries, with the identification of operational and platform-based channels of value creation. Methods: The study uses a review analysis of publications from 2021–2026, content analysis of corporate, financial, integrated, and ESG reports of companies, comparative-analytical decomposition, a systems approach, and classification. The empirical base includes a purposive sample of companies from 11 BRICS+ countries representing the mining, metallurgical, oil and gas, and energy industries. Results: It was established that the effect of IoT integration is formed through increased productivity, reduced resource and operating costs, strengthened industrial safety, and optimized logistics coordination. The corporate cases demonstrated heterogeneous disclosure of IoT effects: from quantitative indicators of predictive monitoring, loss prevention, and process automation to infrastructure and production indicators. Conclusions: The key condition for strengthening the effect is the transition from local monitoring to interoperable digital platforms that transform production telemetry into managerial decisions. The practical significance of the study lies in the possibility of using the proposed decomposition to assess the digital transformation of resource industries in BRICS+ countries.
Internet of Things, Industrial Internet of Things, BRICS+, mineral-resource sector, fuel-and-energy sector, digital transformation, economic effect, digital platforms.
1. Bol'shov M. A., Zheleznyak G. I. Effektivnost' cifrovoy transformacii neftegazovoy otrasli // Journal of Monetary Economics and Management. 2023. № 4. S. 235–239. DOI:https://doi.org/10.26118/2782-4586.2023.88.66.035
2. Gorodnova N. V., Shablova E. G. Razvitie promyshlennogo interneta veschey v Rossii: ekonomicheskiy analiz i pravovye aspekty // Ekonomika, predprinimatel'stvo i pravo. 2024. T. 14. № 6. S. 2753–2772. DOI:https://doi.org/10.18334/epp.14.6.121163
3. Kubasov I. A. Promyshlennyy internet veschey kak revolyucionnyy skachok razvitiya // Nadezhnost' i kachestvo slozhnyh sistem. 2023. № 2 (42). S. 83–89. DOI:https://doi.org/10.21685/2307-4205-2023-2-9
4. Kuchkovskaya N. V. Ekonomicheskaya effektivnost' cifrovoy transformacii gornodobyvayuschih predpriyatiy v usloviyah tehnologicheskoy modernizacii i resheniy Industrii 4.0 // Gornaya promyshlennost'. 2025. № 6. S. 88–96. DOI:https://doi.org/10.30686/1609-9192-2025-6-88-96
5. Macko N. A., Haritonova M. Yu. Vliyanie cifrovizacii na proizvoditel'nost' gornodobyvayuschih otrasley // Gornyy informacionno-analiticheskiy byulleten'. 2025. № 10. S. 153–166. DOI:https://doi.org/10.25018/0236_1493_2025_10_0_153
6. Mottaeva A. B., Krupnov Yu. A. Cifrovye platformy kak drayvery ustoychivogo ekonomicheskogo razvitiya gornyh kompaniy // Gornaya promyshlennost'. 2026. № 1. S. 74–82. DOI:https://doi.org/10.30686/1609-9192-2026-1-74-82
7. Musina D. R., Samoylov A. A., Samoylov D. A. Trebovaniya k sisteme ocenki urovnya cifrovoy zrelosti neftedobyvayuschey kompanii // Diskussiya. 2025. № 4 (137). S. 71–77.
8. Sarychev A. E., Semenihin D. E. Innovacionnye trendy razvitiya mirovoy gornodobyvayuschey otrasli: cifrovizaciya upravlencheskih i operacionnyh processov // Ekonomika, predprinimatel'stvo i pravo. 2023. T. 13. № 8. S. 2897–2908. DOI:https://doi.org/10.18334/epp.13.8.118702
9. Telegina E. A., Chapaykin D. A. Izmerenie ekonomicheskoy effektivnosti cifrovoy transformacii neftegazovyh kompaniy // Problemy ekonomiki i upravleniya neftegazovym kompleksom. 2025. № 3 (243). S. 17–22.
10. Urasova N. G. Ekonomicheskaya effektivnost' cifrovoy transformacii ugledobyvayuschih predpriyatiy: kompleksnaya ocenka vnedreniya intellektual'nyh sistem upravleniya // Gornaya promyshlennost'. 2025. № 6. S. 112–119. DOI:https://doi.org/10.30686/1609-9192-2025-6-112-119
11. Shaylieva M. M., Nesterenko Yu. N., Kuharenko O. G. Cifrovizaciya v dobyvayuschey promyshlennosti Rossii – tekuschee razvitie // Vestnik Rossiyskoy akademii estestvennyh nauk. 2025. T. 25. № 2. S. 168–180. DOI:https://doi.org/10.52531/1682-1696-2025-25-2-168-180
12. ADNOC Deploys Pioneering AI-Enabled Process Optimization Technology / ADNOC // URL: https://www.adnoc.ae/en/news-and-media/press-releases/2024/adnoc-deploys-pioneering-ai-enabled-process-optimization-technology (data obrascheniya: 22.04.2026).
13. Afrin S., Rafa S. J., Kabir M., Farah T., Alam M. S. B., Lameesa A., Ahmed S. F., Gandomi A. H. Industrial Internet of Things: Implementations, challenges, and potential solutions across various industries // Computers in Industry. 2025. Vol. 170. Article 104317. DOI:https://doi.org/10.1016/j.compind.2025.104317
14. Arnold L., Karnebogen P., Urbach N. Challenges of Organizations’ Adoption of Industrial IoT Platforms: Results of a Delphi Study // International Journal of Innovation and Technology Management. 2023. Vol. 20. № 6. Article 2350041. DOI:https://doi.org/10.1142/S0219877023500414
15. Bist N., Sircar A., Yadav K. Digital transformation and trends for tapping connectivity in the oil and gas sector // Natural Gas Industry B. 2024. Vol. 11. № 4. P. 468–478. DOI:https://doi.org/10.1016/j.ngib.2024.02.009
16. China Shenhua Energy Company Limited. Annual Report 2024 // URL: https://www.hkexnews.hk/listedco/listconews/sehk/2025/0415/2025041501086.pdf (data obrascheniya: 25.04.2026).
17. Coal India Limited Production FY 2024–25 / Coal India Limited // URL: https://www.coalindia.in/departments/production/ (data obrascheniya: 25.04.2026).
18. Cooperation between the Egyptian Electricity Holding Company (EEHC) and the Network of Excellence Training Centers in Africa (ANCEE) / Egyptian Electricity Holding Company // URL: https://eehc.gov.eg/CMSEehc/en/news-articles/cooperation-between-the-egyptian-electricity-holding-company-eehc-and-the-network-of-excellence-training-centers-in-africa-ancee-a-subsidiary-of-the-african-power-utilities-association-apua/ (data obrascheniya: 25.04.2026).
19. Annual Report 2023/2024 / Egyptian Electricity Holding Company // URL: https://www.eehc.gov.eg/CMSEehc/Files/AnnualReport2024En.pdf (data obrascheniya: 25.04.2026).
20. Endres H., Indulska M., Ghosh A. Unlocking the potential of Industrial Internet of Things (IIOT) in the age of the industrial metaverse: Business models and challenges // Industrial Marketing Management. 2024. Vol. 119. P. 90–107. DOI:https://doi.org/10.1016/j.indmarman.2024.04.006
21. Facts in Brief 2024/25 / Ethiopian Electric Power // URL: https://www.eep.com.et/wp-content/uploads/2025/10/fact-and-bierf-pdf.pdf (data obrascheniya: 29.04.2026).
22. Integrated Report 2024 / Exxaro Resources Limited // URL: https://investor.exxaro.com/integrated-reports2024/pdf/exxaro-ir-2024.pdf (data obrascheniya: 25.04.2026).
23. Industrial IoT Market Size, Share and Trends 2025 to 2035 / Precedence Research // URL: https://www.precedenceresearch.com/industrial-iot-market (data obrascheniya: 25.04.2026).
24. Global Critical Minerals Outlook 2025 / International Energy Agency // URL: https://www.iea.org/reports/global-critical-minerals-outlook-2025 (data obrascheniya: 29.04.2026).
25. Sustainability Report 2024 / Mobarakeh Steel Company // URL: https://www.msc.ir/_douranportal/documents/2283/en-2024.pdf (data obrascheniya: 25.04.2026).
26. Mosch P., Majocco P., Obermaier R. Contrasting value creation strategies of industrial-IoT-platforms: A multiple case study // International Journal of Production Economics. 2023. Vol. 263. Article 108937. DOI:https://doi.org/10.1016/j.ijpe.2023.108937
27. Nornickel Annual Report 2024 / PAO «GMK “Noril'skiy nikel'”» // URL: https://ar2024.nornickel.com/download/full-reports/ar_en_annual-report_pages_nornickel_2024.pdf (data obrascheniya: 26.04.2026).
28. Pauli T., Fielt E., Matzner M. Digital Industrial Platforms // Business & Information Systems Engineering. 2021. Vol. 63. № 2. P. 181–190. DOI:https://doi.org/10.1007/s12599-020-00681-w
29. Sustainability Report 2024 / Pertamina // URL: https://www.pertamina.com/file/files/2025/06/sustainability-report-pt-pertamina-persero-2024-2.pdf (data obrascheniya: 27.04.2026).
30. Annual Report 2024 / Saudi Aramco // URL: https://www.aramco.com/-/media/publications/corporate-reports/annual-reports/saudi-aramco-ara-2024-english.pdf (data obrascheniya: 28.04.2026).
31. Vale completes 100 million tons handled by autonomous trucks at the Brucutu mine / Vale // URL: https://vale.com/de/w/vale-completes-100-million-tons-handled-by-autonomous-trucks-at-the-brucutu-mine-with-safety-and-environmental-benefits (data obrascheniya: 29.04.2026).
32. Implementation Status Results Report: Power Sector Reform, Investment and Modernization in Ethiopia (PRIME-1), P176731 / World Bank // URL: https://documents1.worldbank.org/curated/en/099061225070518854/pdf/P176731-a7e87f79-cef0-45bd-b74d-c3286cdfb394.pdf (data obrascheniya: 29.04.2026).
