Digital twins : understanding the added value of integrated models for through-life engineering services

Vrabič, Rok (author), Erkoyuncu, John (author), Butala, Peter (author), Roy, Rajkumar (author)

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.

• Language: English
• Keywords: digital twin, modelling, multi-domain model
• Work type: Article
• Typology: 1.08 - Published Scientific Conference Contribution
• Organization: FS - Faculty of Mechanical Engineering
• Publication status: Published
• Publication version: Version of Record
• Year: 2018
• Number of pages: f. 139-146
• Numbering: Vol. 16
• PID: 20.500.12556/RUL-106464
• UDC: 004.9(045)
• ISSN on article: 2351-9789
• DOI: 10.1016/j.promfg.2018.10.167
• COBISS.SI-ID: 16492059
• Publication date in RUL: 25.02.2019

VRABIČ, Rok, ERKOYUNCU, John, BUTALA, Peter and ROY, Rajkumar, 2018, Digital twins : understanding the added value of integrated models for through-life engineering services. In : Proceedings of the 7th International Conference on Through-life Engineering Services [online]. Published Scientific Conference Contribution. 2018. p. f. 139-146. [Accessed 16 March 2025]. Retrieved from: https://repozitorij.uni-lj.si/IzpisGradiva.php?lang=eng&id=106464

Record is a part of a proceedings

• Title: Proceedings of the 7th International Conference on Through-life Engineering Services
• COBISS.SI-ID: 16492315

Record is a part of a journal

• Title: Procedia manufacturing
• Publisher: Elsevier B. V.
• ISSN: 2351-9789
• COBISS.SI-ID: 5557311

Secondary language

• Language: Slovenian
• Keywords: digitalni dvojček, modeliranje, večdomenski model

Projects

• Funder: ARRS - Slovenian Research Agency
• Project number: P2-0270
• Name: Proizvodni sistemi, laserske tehnologije in spajanje materialov