Automating CPPSs Analyses with SysML v2 and Lingua Franca in the Context of Industry 4.0

The design of manufacturing systems requires exploring diverse component configurations for one that best satisfies the requirements of the target system. At the same time, manufacturing systems evolve continuously, increasing their complexity and that of the production line in which they are installed. Model-based System Engineering (MBSE) methodologies and modeling languages like System Modeling Language (SysML) are used to assist system engineers during the entire design process. Yet, MBSE methodologies mainly rely on manually composed models for requirements verification, incurring enormous cost and effort especially in larger, more complex systems. This paper proposes a methodology exploiting the knowledge enclosed in a SysML model to automate the execution of a set of analyses defined over the represented manufacturing system. The proposed approach relies on Lingua Franca (LF) to simulate the specified analysis and analyze the results. Moreover, the methodology supports chains of analyses to represent dependent requirements and tradeoffs imposed upon a manufacturing system. The proposed methodology has been evaluated on a manufacturing system demonstrator. Results show the proposed methodology's applicability and scalability on diverse configurations of the manufacturing system.

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Publication Details

Published
2024-11-03
DOI
https://doi.org/10.1109/iecon55916.2024.10905956
Citations
1
Primary Topic
Advanced Data Processing Techniques
Type
article
Field-Weighted Citation Impact
0.33
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article

Automating CPPSs Analyses with SysML v2 and Lingua Franca in the Context of Industry 4.0

Sebastiano Gaiardelli, Franco Fummi, Birgit Vogel‐Heuser, Jan Wilch
1 citations
Advanced Data Processing Techniques
0.33
article

Automating CPPSs Analyses with SysML v2 and Lingua Franca in the Context of Industry 4.0

Sebastiano Gaiardelli, Franco Fummi, Birgit Vogel‐Heuser, Jan Wilch
article en
1 citations

Abstract

The design of manufacturing systems requires exploring diverse component configurations for one that best satisfies the requirements of the target system. At the same time, manufacturing systems evolve continuously, increasing their complexity and that of the production line in which they are installed. Model-based System Engineering (MBSE) methodologies and modeling languages like System Modeling Language (SysML) are used to assist system engineers during the entire design process. Yet, MBSE methodologies mainly rely on manually composed models for requirements verification, incurring enormous cost and effort especially in larger, more complex systems. This paper proposes a methodology exploiting the knowledge enclosed in a SysML model to automate the execution of a set of analyses defined over the represented manufacturing system. The proposed approach relies on Lingua Franca (LF) to simulate the specified analysis and analyze the results. Moreover, the methodology supports chains of analyses to represent dependent requirements and tradeoffs imposed upon a manufacturing system. The proposed methodology has been evaluated on a manufacturing system demonstrator. Results show the proposed methodology's applicability and scalability on diverse configurations of the manufacturing system.

University of Verona (IT), Institute of Automation (DE), Technical University of Munich (DE)
Industry, innovation and infrastructure
Openalex Percentile: Top 36%
Advanced Data Processing Techniques
0.33
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Automating CPPSs Analyses with SysML v2 and Lingua Franca in the Context of Industry 4.0 — Sebastiano Gaiardelli, Franco Fummi, et al. · (2024) | TGRS Research Map | TGRS