Разработка алгоритма комплексирования базовых массивов информационной модели машиностроительного предприятия
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Научный журнал Моделирование, оптимизация и информационные технологииThe scientific journal Modeling, Optimization and Information Technology
Online media
issn 2310-6018

Development of an algorithm for combining basic arrays of an information model of a machine-building enterprise

idAlexandrov I.A., idIvanov N.Z.

UDC 658.5+64.011.56
DOI: 10.26102/2310-6018/2024.45.2.019

  • Abstract
  • List of references
  • About authors

The relevance of this work is associated with the expanding use of information systems and models that make it possible to monitor the dynamics of key indicators of the functioning of enterprises and make appropriate organizational and managerial decisions. When working with enterprise information models, it is necessary to access data arrays, which can lead to problems with time for data analysis and query processing. When considering this task, it is important to take into account the size and structure of the basic information arrays storing the basic data of the enterprise. In this regard, this paper examines the feasibility of combining arrays that reflect the state of objects in certain workshops of a machine-building enterprise. It is shown that the gain from such an operation is possible by reducing the time of operations with the array. A problem is proposed for finding the optimal structure of the composition of the resulting base arrays, characterized by the optimal updating time. To solve this problem, an algorithm is proposed for combining the main arrays. An analysis of the feasibility of the merger process is carried out, as a result of which the conditions under which such a merger is advisable are determined. For the algorithm, it is proposed to use the “branch and bound” method. The proposed algorithm allows you to make the optimal decision on the choice of the composition of the base arrays and allows you to combine the base data arrays of the enterprise information model, ensuring a reduction in the total time of accessing the data.

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Alexandrov Islam Alexandrovich
Senior Researcher
Email: alexandrov@ikti.ru

WoS | Scopus | ORCID | eLibrary |

Institute for Design-Technological Informatics of the Russian Academy of Sciences (IDTI RAS)

Moscow, Russia

Ivanov Naur Zamirovich

Email: ivanov@ikti.ru

Scopus | ORCID | eLibrary |

Institute for Design-Technological Informatics of the Russian Academy of Sciences (IDTI RAS)

Moscow, Russia

Keywords: information model of an enterprise, information array, data integration, data analysis, optimization criteria, efficiency of combining information arrays, enterprise management, production organization, automation

For citation: Alexandrov I.A., Ivanov N.Z. Development of an algorithm for combining basic arrays of an information model of a machine-building enterprise. Modeling, Optimization and Information Technology. 2024;12(2). URL: https://moitvivt.ru/ru/journal/pdf?id=1600 DOI: 10.26102/2310-6018/2024.45.2.019 (In Russ).

154

Full text in PDF

Received 10.06.2024

Revised 19.06.2024

Accepted 23.06.2024

Published 30.06.2024