Framework for circular AI-driven model-based systems engineering

Mollahassani D, Becker M, Eickhoff T, Pickel J, Götz S, Wartzack S, Göbel JC (2025)

Publication Language: English

Publication Type: Conference contribution, Conference Contribution

Publication year: 2025

Publisher: Cambridge University Press

Series: Volume 5: ICED25

City/Town: Cambridge

Pages Range: 1883-1892

Conference Proceedings Title: Proceedings of the Design Society

Event location: Dallas US

URI: https://www.cambridge.org/core/journals/proceedings-of-the-design-society/article/framework-for-circular-aidriven-modelbased-systems-engineering/A4F602571A5E73FCCB4E33856136768D

DOI: 10.1017/pds.2025.10202

Open Access Link: https://www.cambridge.org/core/journals/proceedings-of-the-design-society/article/framework-for-circular-aidriven-modelbased-systems-engineering/A4F602571A5E73FCCB4E33856136768D

Abstract

The development of interdisciplinary Smart Products involves complex architectures and processes, which results in new challenges like managing heterogeneous and unstructured data causing inefficiencies. Model-Based Systems Engineering (MBSE) addresses these issues through precise system modeling but encounters obstacles like a lack of model reuse and complexity. This paper introduces a novel framework integrating Artificial Intelligence into MBSE to enhance sustainability and circularity by automating model generation and reusing existing system models. Using ontology-based knowledge management and large language models, model creation, interoperability, and decision-making can be enhanced and automated and visualized in real-time. The framework's capabilities and benefits are demonstrated through the instantiation of a wireless charger system example.

Authors with CRIS profile

Jessica Pickel Chair of Engineering Design (KTmfk) Stefan Götz Chair of Engineering Design (KTmfk) Sandro Wartzack Chair of Engineering Design (KTmfk)

Involved external institutions

Rheinland-Pfälzische Technische Universität Kaiserslautern-Landau (RPTU) DE Germany (DE)

How to cite

APA:

Mollahassani, D., Becker, M., Eickhoff, T., Pickel, J., Götz, S., Wartzack, S., & Göbel, J.C. (2025). Framework for circular AI-driven model-based systems engineering. In Design Society (Eds.), Proceedings of the Design Society (pp. 1883-1892). Dallas, US: Cambridge: Cambridge University Press.

MLA:

Mollahassani, Damun, et al. "Framework for circular AI-driven model-based systems engineering." Proceedings of the 25th International Conference on Engineering Design (ICED25), Dallas Ed. Design Society, Cambridge: Cambridge University Press, 2025. 1883-1892.

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