On Some Artificial Intelligence Methods in the V-Model of Model-Based Systems Engineering

Stephan Rudolph

2024

Abstract

The enhancement of the standard V-Model of Model-Based Systems Engineering (MBSE) with methods from Artificial Intelligence (AI) is currently in the research focus of many universities and engineering companies. In the need to find new means to deal with the steadily increasing complexity in modern systems engineering and design of complex systems, traditional MBSE methods, most notably the standard V-Model of MBSE, is a candidate to be enriched with several AI methods. The work presented summarizes the experience gained with several AI methods in a machine-executable version of the V-Model of MBSE based on an graph-based design language approach to design automation and tries to summarize the resulting shift in the engineering burden and effort as well as the observed gains in design time and quality. Based on the results from engineering practice and some theoretical foundations underlying engineering as a branch of the natural sciences per se, an outlook is attempted on some necessary aspects in future developments of AI for engineering applications.

Paper Citation

in Harvard Style

Rudolph S. (2024). On Some Artificial Intelligence Methods in the V-Model of Model-Based Systems Engineering. In Proceedings of the 12th International Conference on Model-Based Software and Systems Engineering - Volume 1: MBSE-AI Integration; ISBN 978-989-758-682-8, SciTePress, pages 386-393. DOI: 10.5220/0012639700003645

in Bibtex Style

@conference{mbse-ai integration24,
author={Stephan Rudolph},
title={On Some Artificial Intelligence Methods in the V-Model of Model-Based Systems Engineering},
booktitle={Proceedings of the 12th International Conference on Model-Based Software and Systems Engineering - Volume 1: MBSE-AI Integration},
year={2024},
pages={386-393},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012639700003645},
isbn={978-989-758-682-8},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 12th International Conference on Model-Based Software and Systems Engineering - Volume 1: MBSE-AI Integration
TI - On Some Artificial Intelligence Methods in the V-Model of Model-Based Systems Engineering
SN - 978-989-758-682-8
AU - Rudolph S.
PY - 2024
SP - 386
EP - 393
DO - 10.5220/0012639700003645
PB - SciTePress