Выявление независимых частей страт в модели системы управления производством
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Научный журнал Моделирование, оптимизация и информационные технологииThe scientific journal Modeling, Optimization and Information Technology
Online media
issn 2310-6018

Stratified model of production management system

idAkhmedyanova G.F., Lomukhin I.A.,  idПищухин А.М.

UDC 517.977.1
DOI: 10.26102/2310-6018/2025.50.3.021

  • Abstract
  • List of references
  • About authors

The production process control system is complex, so it is necessary to study it in advance on a model and select a multi-level structure for this purpose. Multi-level structures are divided into three classes: stratified, multi-layer and multi-echelon. The stratified model, on the one hand, allows to simplify the description and understanding of production control processes, reduce the multi-connectivity of control loops, on the other hand, it systematizes control tasks by strata and creates a basis for the application of rigorous mathematical tools. This is achieved by increasing the independence of strata and transferring their interrelation to output results. The paper shows that in the simplest case, using the superposition principle, the assessment of the control result can be reduced to the assessment of the result on the upper stratum. Identification of independently functioning parts of strata allows to organize the procedure of optimal redistribution of resources between them. The use of even simple models in the form of aperiodic links allows to formulate and solve the problem of optimal control at the level of each stratum, reducing it to solving a system of first-order differential equations. As a result, optimal phase trajectories of the strata movement and algorithms for supplying optimal control actions in time, expressed through exponentials, are determined.

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Akhmedyanova Gulnara Fazulyanovna
Candidate of Pedagogical Sciences, Docent

Scopus | ORCID | eLibrary |

Orenburg State University

Orenburg, Russian Federation

Lomukhin Igor Anatolyevich

eLibrary |

Gazpromneft-Nefteservis LLC

St. Petersburg, Russian Federation

Пищухин Александр Михайлович
Doctor of Engineering Sciences, Professor

WoS | Scopus | ORCID | eLibrary |

Orenburg State University

Orenburg, Russian Federation

Keywords: stratified model, production management, multi-level evaluation of results, optimal resource allocation, optimal control

For citation: Akhmedyanova G.F., Lomukhin I.A., Пищухин А.М. Stratified model of production management system. Modeling, Optimization and Information Technology. 2025;13(3). URL: https://moitvivt.ru/ru/journal/article?id=1957 DOI: 10.26102/2310-6018/2025.50.3.021 (In Russ).

© Akhmedyanova G.F., Lomukhin I.A., Пищухин А.М. Статья опубликована на условиях лицензии Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NS 4.0)
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Received 20.05.2025

Revised 06.07.2025

Accepted 25.07.2025

Published 30.09.2025