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Decisional-DNA-Based Digital Twin Implementation Architecture for Virtual Engineering Objects

Abstract

Digital twin (DT) is an enabling technology that integrates cyber and physical spaces. It is well-fitted for manufacturing setup since it can support digitalized assets and data analytics for product and process control. Conventional manufacturing setups are still widely used all around the world for the fabrication of large-scale production. This article proposes a general DT implementation architecture for engineering objects/artifacts used in conventional manufacturing. It will empower manufacturers to leverage DT for real-time decision-making, control, and prediction for efficient production. An application scenario of Decisional-DNA based anomaly detection for conventional manufacturing tools is demonstrated as a case study to explain the architecture.

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Authors (3)

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Details

Category:
Articles
Type:
artykuły w czasopismach
Published in:
CYBERNETICS AND SYSTEMS no. 55, pages 719 - 729,
ISSN: 0196-9722
Language:
English
Publication year:
2024
Bibliographic description:
Shafiq S. I., Sanin C., Szczerbicki E.: Decisional-DNA-Based Digital Twin Implementation Architecture for Virtual Engineering Objects// CYBERNETICS AND SYSTEMS -Vol. 55,iss. 3 (2024), s.719-729
DOI:
Digital Object Identifier (open in new tab) 10.1080/01969722.2022.2162742
Sources of funding:
  • Free publication
Verified by:
Gdańsk University of Technology

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