Keywords: energy efficiency, artificial intelligence (AI), internet of Things (IoT), smart grids, energy storage, automation, sustainable Development Goals
The role of technological innovations and artificial intelligence in improving the energy efficiency of companies
UDC 004:502.3
The article examines the role of technological innovations in improving companies' energy efficiency. It studies the integration of artificial intelligence (AI) in optimizing energy consumption through real-time monitoring and predictive analytics. Innovations such as smart grids, Internet of Things (IoT) sensors, and energy storage systems are discussed. They enable companies to achieve the Sustainable Development Goals set by the United Nations General Assembly: "Affordable and clean energy" (Goal 7), "Industry, innovation, and infrastructure" (Goal 9), "Responsible consumption and production" (Goal 12), and "Climate action" (Goal 13). The use of AI-based automation and the integration of renewable energy sources are highlighted as key strategies for reducing operational costs and environmental impact.
1. Annual primary energy intensity improvement, 2001-2023, and by scenario, 2022-2030 // IEA. – URL: https://www.iea.org/data-and-statistics/charts/annual-primary-energy-intensity-improvement-2001-2023-and-by-scenario-2022-2030 [Accessed 28th August 2024].
2. Kristian A. Application of AI in Optimizing Energy and Resource Management: Effectiveness of Deep Learning Models / A. Kristian, T.S. Goh, A. Ramadan, A. Erica, S.V. Sihotang // International Transactions on Artificial Intelligence. – 2024. – Vol. 2. – No. 2. – pp. 99-105.
3. Energy Efficiency 2023 // IEA. – URL: https://www.iea.org/reports/energy-efficiency-2023 [Accessed 29th August 2024].
4. Konstantinov D. The future of refrigeration systems: integration of smart technologies and the Internet of things / D. Konstantinov // The scientific online journal «Stolypinsky Bulletin». – 2024. – Vol. 5. – No. 7. – pp. 2652-2663.
5. Technical dialogue of the first global stocktake. Synthesis report by the co-facilitators on the technical dialogue // United Nations Climate Change. – URL: https://unfccc.int/documents/631600 [Accessed 30th August 2024].
6. Stepanov M. Impact of efficient use of frequency converters on reducing industrial energy consumption / M. Stepanov // Вестник науки. – 2024. – Vol. 4. – No. 6 (75). – pp. 1241-1250.
7. Stepanov M. The application of machine learning for optimizing maintenance processes and energy management of electric drives / M. Stepanov // Cold Science. – 2024. – No. 2. – pp. 22-30.
8. Artificial Intelligence in Energy Market by Deployment Type (On-premise, Cloud), by Application (Robotics, Renewables Management, Safety and Security, Infrastructure), and Region, Global trends and forecast from 2024 to 2030 // Exactitude Consultancy. – URL: https://exactitudeconsultancy.com/reports/41028/artificial-intelligence-in-energy-market/ [Accessed 1st September 2024].
9. Kendjaev A. Methods of motivation and personnel management in the multicultural environment of the USA / A. Kendjaev // Cold Science. – 2024. – No. 5. – pp. 37-44.
10. Ibekwe K.I. Energy efficiency in industrial sectors: A review of technologies and policy measures / K.I. Ibekwe, A.A. Umoh, Z.Q.S. Nwokediegwu, E.A. Etukudoh, V.I. Ilojianya, A. Adefemi // Engineering Science & Technology Journal. – 2024. – Vol. 5. – No. 1. – pp. 169-184.
11. The 17 Goals // United Nations. – URL: https://sdgs.un.org/goals [Accessed 1st September 2024].
12. On The Road to Better. Helping Build a Better World. Integrated Sustainability and Financial Report 2024 // Ford. – URL: https://s201.q4cdn.com/693218008/files/doc_financials/2023/ar/2024-Ford-Integrated-Sustainability-and-Financial-Report_Final.pdf [Accessed 2nd September 2024].
13. The Future Is What We Make It. 2023 Annual Report // Honeywell. – URL: https://honeywell.gcs-web.com/static-files/db88bc82-eba8-4d83-ae20-2eb44bc337e6 [Accessed 3rd September 2024].
14. Reports: 2023 Sustainability Report // Amazon Sustainability. – URL: https://sustainability.aboutamazon.com/reporting [Accessed 5th September 2024].
Keywords: energy efficiency, artificial intelligence (AI), internet of Things (IoT), smart grids, energy storage, automation, sustainable Development Goals
For citation: Uliankina I. , Andreeva V. , The role of technological innovations and artificial intelligence in improving the energy efficiency of companies. Bulletin of the Voronezh Institute of High Technologies. 2024;18(3). Available from: https://vestnikvivt.ru/ru/journal/pdf?id=1346 .
Received 11.09.2024
Revised 13.09.2024
Published 30.09.2024