Rapid interface generation method for heterogeneous models in Digital twins

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Samenvatting

Although digital twins are gaining traction in both literature and industry, their development and widespread adoption face significant challenges. A primary issue in digital twins, especially those involving heterogeneous simulation models, is the integration of their diverse components. This study introduces a method designed to enhance reusability and streamline the glue code generation necessary to interface with different models in a digital twin. Our method follows a four-stage process, employing a compositional approach to define interfaces. The approach distinctly separates the composition of the model, its simulation engine and orchestration engine functional interfaces, its communication approach and technology, and the functional verification of interfaces. To ensure broad applicability, these operations are standardized into a common format, facilitating the seamless interchange of models. The effectiveness of the method is validated by generating interfaces for four different simulation engines across three distinct formalisms within a co-simulation framework. The results underscore the method's functional capability to efficiently generate interfaces.
Originele taal-2Engels
TitelMODELS Companion '24
SubtitelProceedings of the ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems
Plaats van productieNew York
UitgeverijAssociation for Computing Machinery, Inc
Pagina's960-969
Aantal pagina's10
ISBN van elektronische versie979-8-4007-0622-6
DOI's
StatusGepubliceerd - 31 okt. 2024
Evenement27th ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, MODELS 2024 - Linz, Oostenrijk
Duur: 22 sep. 202427 sep. 2024

Congres

Congres27th ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, MODELS 2024
Verkorte titelMODELS 2024
Land/RegioOostenrijk
StadLinz
Periode22/09/2427/09/24

Financiering

This research was funded by NWO (the Dutch Research Council) under the NWO AES Perspectief program, project code P18-03 P3.

FinanciersFinanciernummer
Nederlandse Organisatie voor Wetenschappelijk OnderzoekP18-03 P3

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