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A virtual commissioning based methodology to integrate digital twins into manufacturing systems

Acceso Abierto

Abstract:

Abstract Digital Twin (DT) is considered a key approach to enhance the system reactivity to uncertain events due to its ability to getting data from the field and triggering actions on the physical asset. Given the modern technological and rapidly changing work environment, it is likely that in the next years companies will need to retrofit their manufacturing systems by integrating DTs. In this context, it is fundamental to define the necessary steps for the development of DTs and for their integration into manufacturing systems through a DT architecture. In response to this issue, a methodology based on Virtual Commissioning is proposed. A stepwise approach is illustrated in which the DT is designed, integrated and verified using a virtual environment. The methodology is validated through the integration of a DT into a flow shop for the implementation of a scheduling reactive to machine breakdown. By following the steps of the proposed methodology, a DT architecture able to improve the makespan of the studied flow shop is developed, suggesting the potential applicability of the approach to industrial manufacturing systems.

Tópico:

Digital Transformation in Industry

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Citations: 58
58

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Información de la Fuente:

SCImago Journal & Country Rank
FuenteProduction Engineering
Cuartil año de publicaciónNo disponible
Volumen15
Issue3-4
Páginas397 - 412
pISSNNo disponible
ISSN1863-7353

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