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Authors: Dominik Vereno ; Katharina Polanec and Christian Neureiter

Affiliation: Josef Ressel Centre for Dependable System-of-Systems Engineering, Salzburg University of Applied Sciences, Urstein Süd 1, 5412 Puch/Salzurg, Austria

Keyword(s): Model-Driven Engineering, Domain-Specific Language, Risk Management, High-Risk AI Applications, Regulatory Compliance, Smart Grid.

Abstract: In the evolving landscape of intelligent power grids, artificial intelligence (AI) plays a crucial role, yet its integration into critical infrastructure poses significant risks. The new EU AI Act, regulating such high-risk applications, introduces stringent requirements such as risk management and data governance. This study aims to harness the potential of model-based systems engineering (MBSE) for enabling compliance by design in smart grids, ensuring adherence to regulation from early development stages. Through a detailed analysis of the AI Act’s seven requirement for high-risk applications, the paper aligns them with established MBSE practices. The findings reveal MBSE as an effective tool for ensuring compliance, leading to three strategic recommendations: integrating mature disciplines into holistic MBSE approaches, establishing a broadly accepted AI modeling formalism, and creating a standardized model-based compliance assessment process. In conclusion, MBSE is a key enabler for creating dependable and safe AI applications, offering a positive outlook for future smart grid developments that are innovative yet compliant by design. (More)

CC BY-NC-ND 4.0

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Paper citation in several formats:
Vereno, D.; Polanec, K. and Neureiter, C. (2024). Compliance by Design for Cyber-Physical Energy Systems: The Role of Model-Based Systems Engineering in Complying with the EU AI Act. In Proceedings of the 12th International Conference on Model-Based Software and Systems Engineering - MBSE-AI Integration; ISBN 978-989-758-682-8; ISSN 2184-4348, SciTePress, pages 365-370. DOI: 10.5220/0012623000003645

@conference{mbse-ai integration24,
author={Dominik Vereno. and Katharina Polanec. and Christian Neureiter.},
title={Compliance by Design for Cyber-Physical Energy Systems: The Role of Model-Based Systems Engineering in Complying with the EU AI Act},
booktitle={Proceedings of the 12th International Conference on Model-Based Software and Systems Engineering - MBSE-AI Integration},
year={2024},
pages={365-370},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012623000003645},
isbn={978-989-758-682-8},
issn={2184-4348},
}

TY - CONF

JO - Proceedings of the 12th International Conference on Model-Based Software and Systems Engineering - MBSE-AI Integration
TI - Compliance by Design for Cyber-Physical Energy Systems: The Role of Model-Based Systems Engineering in Complying with the EU AI Act
SN - 978-989-758-682-8
IS - 2184-4348
AU - Vereno, D.
AU - Polanec, K.
AU - Neureiter, C.
PY - 2024
SP - 365
EP - 370
DO - 10.5220/0012623000003645
PB - SciTePress