Extending simulation modeling methodology for digital twin applications
Extending simulation modeling methodology for digital twin applications
The number of reported works in Digital Twin (DT) has significantly increased in recent years. A fundamental component of a DT is the digital representation of a real object, process, or system that decision makers wish to evaluate or manage. One of the most utilized digital representations is a simulation model. Traditionally, simulation has been primarily employed for offline applications. However, the introduction of DT technology has enabled an effective online connection between a simulation model and its real counterpart, allowing the use of simulation as part of dynamic control systems for real-time decision making. This paper discusses whether steps in simulation modeling methodology such as conceptual modeling, input modeling, model development, validation, and output analysis, need adjusting for DT applications.
3058-3069
Onggo, Bhakti Stephan
8e9a2ea5-140a-44c0-9c17-e9cf93662f80
Currie, Christine S.M.
dcfd0972-1b42-4fac-8a67-0258cfdeb55a
20 December 2024
Onggo, Bhakti Stephan
8e9a2ea5-140a-44c0-9c17-e9cf93662f80
Currie, Christine S.M.
dcfd0972-1b42-4fac-8a67-0258cfdeb55a
Onggo, Bhakti Stephan and Currie, Christine S.M.
(2024)
Extending simulation modeling methodology for digital twin applications.
Lam, H., Azar, E., Batur, D., Gao, S., Xie, W., Hunter, S.R. and Rossetti, M.D.
(eds.)
In Proceedings of the Winter Simulation Conference.
IEEE.
.
(doi:10.1109/WSC63780.2024.10838633).
Record type:
Conference or Workshop Item
(Paper)
Abstract
The number of reported works in Digital Twin (DT) has significantly increased in recent years. A fundamental component of a DT is the digital representation of a real object, process, or system that decision makers wish to evaluate or manage. One of the most utilized digital representations is a simulation model. Traditionally, simulation has been primarily employed for offline applications. However, the introduction of DT technology has enabled an effective online connection between a simulation model and its real counterpart, allowing the use of simulation as part of dynamic control systems for real-time decision making. This paper discusses whether steps in simulation modeling methodology such as conceptual modeling, input modeling, model development, validation, and output analysis, need adjusting for DT applications.
Text
WSC2024_Simulation_in_Digital_Twin_Apps
- Accepted Manuscript
More information
Accepted/In Press date: 5 June 2024
Published date: 20 December 2024
Venue - Dates:
2024 Winter Simulation Conference (WSC), Orlando, FL, USA, Orlando, United States, 2024-12-15 - 2024-12-18
Identifiers
Local EPrints ID: 499671
URI: http://eprints.soton.ac.uk/id/eprint/499671
PURE UUID: 7d3cf532-53a8-41d8-89f1-5c9421c2fc3f
Catalogue record
Date deposited: 31 Mar 2025 16:40
Last modified: 01 Apr 2025 01:57
Export record
Altmetrics
Contributors
Editor:
H. Lam
Editor:
E. Azar
Editor:
D. Batur
Editor:
S. Gao
Editor:
W. Xie
Editor:
S.R. Hunter
Editor:
M.D. Rossetti
Download statistics
Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.
View more statistics
