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On the Issue of the Creation and Functioning of Energy Efficiency Management Systems for Technological Processes of Mining Enterprises

Author

Listed:
  • Ulvi Rzazade

    (Automated Control Systems Department, National University of Science and Technology MISiS, 119049 Moscow, Russia)

  • Sergey Deryabin

    (Automated Control Systems Department, National University of Science and Technology MISiS, 119049 Moscow, Russia)

  • Igor Temkin

    (Automated Control Systems Department, National University of Science and Technology MISiS, 119049 Moscow, Russia)

  • Egor Kondratev

    (Automated Control Systems Department, National University of Science and Technology MISiS, 119049 Moscow, Russia)

  • Alexander Ivannikov

    (Automated Control Systems Department, National University of Science and Technology MISiS, 119049 Moscow, Russia)

Abstract

This work is devoted to the construction and analysis of the functioning of energy efficiency management systems for the technological processes of mining industries. The main idea of this work is to substantiate and describe an approach to the intellectualization of data processing methods and tools used in the operation of energy efficiency management systems. This paper provides a brief overview of the problems of implementing the ISO 50001 standard and provides a justification for the need to bring the energy efficiency management systems prescribed by the standard to an automated form. Functional requirements for the construction of such automated systems for mining industries, considering the use of Industry 4.0 technologies, are formulated. A structural–functional model of the conceptual architecture of the proposed system is given. The problems of the direct integration of computational methods of data mining for the implementation of the required functions are shown. A statistical analysis of the technological information of 11 enterprises is presented, confirming the described problems and the validity of the stated requirements for building the system. Based on the results of the work, steps to eliminate problems and further plans for the modernization of energy efficiency management systems in the industry have been identified.

Suggested Citation

  • Ulvi Rzazade & Sergey Deryabin & Igor Temkin & Egor Kondratev & Alexander Ivannikov, 2023. "On the Issue of the Creation and Functioning of Energy Efficiency Management Systems for Technological Processes of Mining Enterprises," Energies, MDPI, vol. 16(13), pages 1-21, June.
    • Handle: RePEc:gam:jeners:v:16:y:2023:i:13:p:4878-:d:1177043
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    1. Marco G. Pinheiro & Sara C. Madeira & Alexandre P. Francisco, 2022. "Shapelets to Classify Energy Demand Time Series," Energies, MDPI, vol. 15(8), pages 1-17, April.
    2. Peng, Lihong & Zeng, Xiaoling & Wang, Yejun & Hong, Gui-Bing, 2015. "Analysis of energy efficiency and carbon dioxide reduction in the Chinese pulp and paper industry," Energy Policy, Elsevier, vol. 80(C), pages 65-75.
    3. Yuriy Zhukovskiy & Pavel Tsvetkov & Aleksandra Buldysko & Yana Malkova & Antonina Stoianova & Anastasia Koshenkova, 2021. "Scenario Modeling of Sustainable Development of Energy Supply in the Arctic," Resources, MDPI, vol. 10(12), pages 1-25, December.
    4. Isabel Amez & David León & Alexander Ivannikov & Konstantin Kolikov & Blanca Castells, 2023. "Potential of CBM as an Energy Vector in Active Mines and Abandoned Mines in Russia and Europe," Energies, MDPI, vol. 16(3), pages 1-17, January.
    5. Adeniyi Kehinde Onaolapo & Rudiren Pillay Carpanen & David George Dorrell & Evans Eshiemogie Ojo, 2022. "A Comparative Assessment of Conventional and Artificial Neural Networks Methods for Electricity Outage Forecasting," Energies, MDPI, vol. 15(2), pages 1-21, January.
    6. Evgeny Lisin & Galina Kurdiukova & Natalya Ketoeva & Joana Katina, 2018. "Sustainability issues of territorial power systems in market conditions," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 6(2), pages 1041-1052, December.
    7. Rayenda Khresna Brahmana & Hiroya Ono, 2020. "Energy efficiency and company performance in Japanese listed companies," International Journal of Energy Technology and Policy, Inderscience Enterprises Ltd, vol. 16(1), pages 24-40.
    8. Ahmed Idries & John Krogstie & Jayaprakash Rajasekharan, 2022. "Dynamic Capabilities in Electrical Energy Digitalization: A Case from the Norwegian Ecosystem," Energies, MDPI, vol. 15(22), pages 1-25, November.
    9. David Ward, 2013. "The effect of weather on grid systems and the reliability of electricity supply," Climatic Change, Springer, vol. 121(1), pages 103-113, November.
    10. Akvile Lawrence & Patrik Thollander & Mariana Andrei & Magnus Karlsson, 2019. "Specific Energy Consumption/Use (SEC) in Energy Management for Improving Energy Efficiency in Industry: Meaning, Usage and Differences," Energies, MDPI, vol. 12(2), pages 1-22, January.
    11. Sarah Barber & Unai Izagirre & Oscar Serradilla & Jon Olaizola & Ekhi Zugasti & Jose Ignacio Aizpurua & Ali Eftekhari Milani & Frank Sehnke & Yoshiaki Sakagami & Charles Henderson, 2023. "Best Practice Data Sharing Guidelines for Wind Turbine Fault Detection Model Evaluation," Energies, MDPI, vol. 16(8), pages 1-23, April.
    12. Ye Zhu & Jinchao Li & Xinyi Lan & Shiqiang Lu & Jie Yu, 2022. "Research on Evaluation Method of Digital Project Cloud Model Considering Weight Sensitivity," Energies, MDPI, vol. 15(15), pages 1-18, August.
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