Design patterns for digital twins

Digital twins are virtual counterparts of people, physical objects, processes or systems. They are models based on a very large amount of data about real objects and are used to remotely maintain, monitor, model and predict the behavior of the real object. The development of digital twins is an increasingly widespread practice and their implementation is expected in various spheres. The technologies used to create them are developing very intensively and dynamically. Therefore, the design and architecture of digital twins are not strictly defined, despite the popularity of their application. However, in different spheres, they are applied in different ways and this leads to different architectural solutions. The article examines a pattern-based architecture. For this purpose, design patterns and the possibilities of their use in the development of digital twins are considered.

Authors

Publication Details

Journal
Izvestia Journal of the Union of Scientists - Varna Economic Sciences Series
Published
2024-12-01
DOI
https://doi.org/10.56065/ijusv-ess/2024.13.2.107
Primary Topic
Manufacturing Process and Optimization
Type
article
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article

Design patterns for digital twins

Mariya Armyanova
Izvestia Journal of the Union of Scientists - Varna Economic Sciences Series
Manufacturing Process and Optimization
article

Design patterns for digital twins

Mariya Armyanova
article en

Abstract

Digital twins are virtual counterparts of people, physical objects, processes or systems. They are models based on a very large amount of data about real objects and are used to remotely maintain, monitor, model and predict the behavior of the real object. The development of digital twins is an increasingly widespread practice and their implementation is expected in various spheres. The technologies used to create them are developing very intensively and dynamically. Therefore, the design and architecture of digital twins are not strictly defined, despite the popularity of their application. However, in different spheres, they are applied in different ways and this leads to different architectural solutions. The article examines a pattern-based architecture. For this purpose, design patterns and the possibilities of their use in the development of digital twins are considered.

Izvestia Journal of the Union of Scientists - Varna Economic Sciences SeriesVol. 13(2)
Openalex Percentile: Top 57%
Manufacturing Process and Optimization
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