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Digital twins : understanding the added value of integrated models for through-life engineering services
Vrabič, Rok (Avtor), Erkoyuncu, John (Avtor), Butala, Peter (Avtor), Roy, Rajkumar (Avtor)

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Izvleček
Digital twins are digital representations of physical products or systems that consist of multiple models from various domains describing them on multiple scales. By means of communication, digital twins change and evolve together with their physical counterparts throughout their lifecycle. Domain-specific partial models that make up the digital twin, such as the CAD model or the degradation model, are usually well known and provide accurate descriptions of certain parts of the physical asset. However, in complex systems, the value of integrating the partial models increases because it facilitates the study of their complex behaviours which only emerge from the interactions between various parts of the system. The paper proposes that the partial models of the digital twin share a common model space that integrates them through a definition of their interrelations and acts as a bridge between the digital twin and the physical asset. The approach is illustrated in a case of a mechatronic product - a differential drive mobile robot developed as a testbed for digital twin research. It is demonstrated how the integrated models add value to different stages of the lifecycle, allowing for evaluation of performance in the design stage and real-time reflection with the physical asset during its operation.

Jezik:Angleški jezik
Ključne besede:digital twin, modelling, multi-domain model
Vrsta gradiva:Članek v reviji (dk_c)
Tipologija:1.08 - Objavljeni znanstveni prispevek na konferenci
Organizacija:FS - Fakulteta za strojništvo
Leto izida:2018
Št. strani:f. 139-146
Številčenje:Vol. 16
UDK:004.9(045)
ISSN pri članku:2351-9789
DOI:10.1016/j.promfg.2018.10.167 Povezava se odpre v novem oknu
COBISS.SI-ID:16492059 Povezava se odpre v novem oknu
Število ogledov:402
Število prenosov:232
Metapodatki:XML RDF-CHPDL DC-XML DC-RDF
 
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Gradivo je del zbornika

Naslov:Proceedings of the 7th International Conference on Through-life Engineering Services
COBISS.SI-ID:16492315 Povezava se odpre v novem oknu

Gradivo je del revije

Naslov:Procedia manufacturing
Založnik:Elsevier B. V.
ISSN:2351-9789
COBISS.SI-ID:5557311 Povezava se odpre v novem oknu

Gradivo je financirano iz projekta

Financer:ARRS - Agencija za raziskovalno dejavnost Republike Slovenije (ARRS)
Številka projekta:P2-0270
Naslov:Proizvodni sistemi, laserske tehnologije in spajanje materialov

Sekundarni jezik

Jezik:Slovenski jezik
Ključne besede:digitalni dvojček, modeliranje, večdomenski model

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