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

Ulvi Rzazade, Sergey Deryabin, Igor Temkin, Egor Kondratev and Alexander Ivannikov ()
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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

Energies, 2023, vol. 16, issue 13, 1-21

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.

Keywords: energy efficiency management; ISO 50001; Industry 4.0; autonomous functioning systems; DEA 1.0; mining; anomaly detection (search for similar items in EconPapers)
JEL-codes: Q Q0 Q4 Q40 Q41 Q42 Q43 Q47 Q48 Q49 (search for similar items in EconPapers)
Date: 2023
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