A design framework for adaptive digital twins

Erkoyuncu, John Ahmet (author), Amo, Iñigo Fernández del (author), Ariansyah, Dedy (author), Bulka, Dominik (author), Vrabič, Rok (author), Roy, Rajkumar (author)

Digital Twin (DT) is a "living" entity that offers potential with monitoring and improving functionality of interconnected complex engineering systems (CESs). However, lack of approaches for adaptively connecting the existing brownfield systems and their data limits the use of DTs. This paper develops a new DT design framework that uses ontologies to enable co-evolution with the CES by capturing data in terms of variety, velocity, and volume across the asset life-cycle. The framework has been tested successfully on a helicopter gearbox demonstrator and a mobile robotic system across their life cycles, illustrating DT adaptiveness without the data architecture needing to be modified.

• Language: English
• Keywords: digital twins, design method, ontology
• Work type: Article
• Typology: 1.01 - Original Scientific Article
• Organization: FS - Faculty of Mechanical Engineering
• Publication status: Published
• Publication version: Version of Record
• Year: 2020
• Number of pages: Str. 145-148
• Numbering: Vol. 69, iss. 1
• PID: 20.500.12556/RUL-117880
• UDC: 004.4:111(045)
• ISSN on article: 0007-8506
• DOI: 10.1016/j.cirp.2020.04.086
• COBISS.SI-ID: 24173827
• Publication date in RUL: 31.07.2020

ERKOYUNCU, John Ahmet, AMO, Iñigo Fernández del, ARIANSYAH, Dedy, BULKA, Dominik, VRABIČ, Rok and ROY, Rajkumar, 2020, A design framework for adaptive digital twins. CIRP annals [online]. 2020. Vol. 69, no. 1, p. 145–148. [Accessed 16 March 2025]. DOI 10.1016/j.cirp.2020.04.086. Retrieved from: https://repozitorij.uni-lj.si/IzpisGradiva.php?lang=eng&id=117880

Record is a part of a journal

• Title: CIRP annals
• Shortened title: CIRP ann.
• Publisher: Technische Rundschau, Hallwag Verlag, Colibri, Elsevier
• ISSN: 0007-8506
• COBISS.SI-ID: 170267

Secondary language

• Language: Slovenian
• Keywords: digitalni dvojčki, metoda za načrtovanje, ontologije

Projects

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