A Method for Model-Driven Engineering of Digital Twins in ManufacturingPT
Several software architectures for digital twins have been proposed, specifying their structure and key components, such as the ISO 23247 standard for manufacturing. However, systematic methodologies for developing digital twins in the manufacturing domain remain lacking. Existing research does not adequately address methodological aspects, such as composing essential digital twin components, defining their interfaces, and systematically analyzing relevant data. This gap presents a challenge for the structured development of digital twins. In this work, we introduce a systematic approach to identify key requirements for manufacturing digital twins and propose a model-driven method for their creation. Our approach enables the generation of executable digital twins based on a formalized specification. We demonstrate its applicability through multiple industrial manufacturing demonstrators, highlighting its suitability in practice. The proposed method is adaptable regarding the purpose of the digital twins to be developed and supports a largely automated process.
Wed 8 OctDisplayed time zone: Eastern Time (US & Canada) change
11:00 - 12:30 | Session 1: Digital Twins and Cyber-Physical SystemsNew Ideas and Emerging Results (NIER) / Journal-First / Research Papers at DCIH 102 Chair(s): Khouloud Gaaloul University of Michigan - Dearborn Hybrid | ||
11:00 18mTalk | A Method for Model-Driven Engineering of Digital Twins in ManufacturingPT Research Papers Malte Heithoff RWTH-Aachen University, Judith Michael University of Regensburg, Bernhard Rumpe RWTH Aachen University, Jérôme Pfeiffer University of Stuttgart, Germany, Andreas Wortmann University of Stuttgart, Jingxi Zhang University of Stuttgart Pre-print | ||
11:18 18mTalk | An architecture for coupled digital twins with semantic lifting Journal-First Santiago Gil Aarhus University, Eduard Kamburjan IT University of Copenhagen, Prasad Talasila Aarhus University, Peter Larsen DOI | ||
11:36 18mTalk | Continuous Evolution of Digital Twins using the DarTwin Notation Journal-First Joost Mertens University of Antwerp, Antwerp, Belgium, Stefan Klikovits Johannes Kepler University, Linz, Francis Bordeleau École de Technologie Supérieure (ETS), Joachim Denil University of Antwerp, Belgium, Øystein Haugen Østfold University College DOI | ||
11:54 18mTalk | A Container-based Approach For Proactive Asset Administration Shell Digital Twins New Ideas and Emerging Results (NIER) Carsten Ellwein nstitute for Control Engineering of Machine Tools and Manufacturing Units (ISW), University of Stuttgart,, Jingxi Zhang University of Stuttgart, Andreas Wortmann University of Stuttgart, Antony Ayman Alfy Meckhael Faculty of Media Engineering and Technology (MET), German University in Cairo | ||
12:12 18mTalk | Digital twin and the asset administration shell - An Analysis of the Three Types of AASs and their Feasibility for Digital Twin Engineering Journal-First Jingxi Zhang University of Stuttgart, Carsten Ellwein nstitute for Control Engineering of Machine Tools and Manufacturing Units (ISW), University of Stuttgart,, Malte Heithoff RWTH-Aachen University, Judith Michael University of Regensburg, Andreas Wortmann University of Stuttgart DOI | ||