Mathematical modeling of minimization of electricity consumption by industrial enterprises with continuous production
Математическое моделирование минимизации расходов электроэнергии промышленными предприятиями с непрерывным характером производства
Rakhmonov I.U. Ushakov V.Ya. Najimova A.M. Obidov K.K. Suleimanov S.R.
2024Tomsk Polytechnic University, Publishing House
Bulletin of the Tomsk Polytechnic University, Geo Assets Engineering
2024#335Issue 443 - 51 pp.
Relevance. Determined by the importance of minimizing electrical power consumption in industrial enterprises with continuous production, considering the specific characteristics of their technological processes and the requirements to maintain the output volume of their products. Aim. To solve the task of minimizing electrical power consumption based on a mathematical model and gradient method under optimal planning of the production volume of the industrial enterprises with continuous production; to develop a mathematical model for optimal distribution of production over a time cycle (month, quarter, year) across departments, taking into account both simple and functional constraints, derived from the condition of ensuring minimal electrical power consumption in industrial enterprises with continuous production. Methods. When developing the mathematical model for ensuring minimal electrical power consumption while preserving the production volume, classic Lagrange optimization methods were used. To ensure sufficient calculation accuracy, iterative methods were also applied. For the task under consideration, a calculation error margin of ε=0,1 was assumed and established. It is known that the choice of calculation error margin depends on the specifics of the problem at hand and the decision-maker. To verify the adequacy of the developed model, the method of finding the relative extremum of a function of several variables was used. Results. The use of the mathematical model, which takes into account the nature of the technological process and boundary conditions in both simple and integral forms, demonstrated the feasibility of optimal planning of electrical power consumption by the enterprise. The effectiveness of the developed approaches was verified using a metallurgical enterprise as an example of an industrial enterprise with continuous production, in solving the task of minimizing electrical power consumption for products produced during the reporting period. The use of the proposed model allowed for a reduction in annual electrical power consumption by 2.5% while maintaining the same production volume. One of the classic optimization methods – the method of finding the relative extremum of functions of several variables – showed almost identical results upon verification. This serves as further evidence of the adequacy of the proposed model.
adequacy , continuous production , functional limitations , Lagrange method , mathematical model , minimization , optimization , planning , power consumption , products , technological process
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Tashkent State Technical University, Tashkent, Uzbekistan
National Research Tomsk Polytechnic University, Tomsk, Russian Federation
Karakalpak State University, Nukus, Uzbekistan
“TIIAME” NRU Bukhara Institute of Natural Resources Management, Bukhara, Uzbekistan
Research and production company KazTechAutomatics, Temirtau, Kazakhstan
Tashkent State Technical University
National Research Tomsk Polytechnic University
Karakalpak State University
“TIIAME” NRU Bukhara Institute of Natural Resources Management
Research and production company KazTechAutomatics
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