The Effects of Digital Twins Development on System's Long-Term Performance, Potential Capabilities, and Possible Benefits

Ahmed Habib, Michael W. Grenn

2025

Abstract

Practitioners who are working in Digital Engineering applications and especially the applications involving Digital Twins are concerned with maintaining the twinning state between the cyber and physical entities throughout the system’s life cycle. Although this level of granularity during the operation mode is required to maintain the state of the Digital Twin, in many cases, it negatively impacts the emergent behavior of the system in the long run. This effort explores the benefits of the architecture interfaces of the system, assuming the preservation of the twinning state, to uncover the convergence of the latent system in behavior which can offer insights to systems engineers and decision makers to guide current twinning arrangements toward the desired system behavior in the long run. The effort will explore Hastings-Metropolis, Markov-Chain, Monte-Carlo Algorithm at interface sampling level and discuss the expansion potential beyond systems’ interfaces architecture through empirical analysis example and discussing future research potentials.

Paper Citation

in Harvard Style

Habib A. and Grenn M. (2025). The Effects of Digital Twins Development on System's Long-Term Performance, Potential Capabilities, and Possible Benefits. In Proceedings of the 27th International Conference on Enterprise Information Systems - Volume 2: ICEIS; ISBN 978-989-758-749-8, SciTePress, pages 300-307. DOI: 10.5220/0013406300003929

in Bibtex Style

@conference{iceis25,
author={Ahmed Habib and Michael Grenn},
title={The Effects of Digital Twins Development on System's Long-Term Performance, Potential Capabilities, and Possible Benefits},
booktitle={Proceedings of the 27th International Conference on Enterprise Information Systems - Volume 2: ICEIS},
year={2025},
pages={300-307},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013406300003929},
isbn={978-989-758-749-8},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 27th International Conference on Enterprise Information Systems - Volume 2: ICEIS
TI - The Effects of Digital Twins Development on System's Long-Term Performance, Potential Capabilities, and Possible Benefits
SN - 978-989-758-749-8
AU - Habib A.
AU - Grenn M.
PY - 2025
SP - 300
EP - 307
DO - 10.5220/0013406300003929
PB - SciTePress