Johan Cederbladh, Martin Eisenberg, Luca Berardinelli, Damir Bilic,
"Automation Support for System Simulation and Architecture Layout Design in Cyber-Physical Systems Engineering"
: Proceedings of the ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems, JKU Linz, Austria, September 22-27 2024., Seite(n) 299-310, 10-2024
Original Titel:
Automation Support for System Simulation and Architecture Layout Design in Cyber-Physical Systems Engineering
Sprache des Titels:
Englisch
Original Buchtitel:
Proceedings of the ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems, JKU Linz, Austria, September 22-27 2024.
Original Kurzfassung:
Simulations have long been part of hardware-centric system domains. Similarly, architecture design is a common practice for complex industrial systems, which comprise many components that can be arranged in different layouts according to given requirements. Configuring simulation models and choosing the architecture design can be time-consuming activities. This paper presents a model-driven approach to automate the simulation configuration and architecture layouting engineering activities by leveraging model-driven optimisation techniques. The approach leverages a research solution, MOMoT (Marrying Optimisation and Model Transformations), an academic tool that combines search-based algorithms and model transformations. MOMoT is extended with two software modules, leveraging the Functional Mock-up Interface standard for simulation configuration and an architectural description language to design architecture layouts. Our solution is presented in the context of Volvo Construction Equipment's industrial use case, which is part of the European-funded project AIDOaRt. Our approach contributes to automated decision support to simulation and architecture design through model-driven optimisation while preserving the organisation's engineering practices.
Forschungs-