On Guiding Simulation Model Reuse from the Conceptual Modeling Stage
This study proposes a five-stage decision-making process to streamline the reuse of simulation models from as early as the conceptual modeling stage of a new study. The stages assist modelers in selecting pre-existing conceptual and/or formal models, testing their suitability for reuse, selecting model components deemed reusable, adapting them to the new modeling requirements, integrating them into a ‘final’ conceptual model and, prior to its computer coding, carrying out various steps of conceptual model validation along the way. Key novelties are: a structured approach to model reuse, an emphasis on validation steps, and the integration of practical tools. We discuss the advantages from following such a process based on evidence from a recent project that looked at enhancing aircraft turnaround processes.
Authors
- Xiaoting Song
- Maurizio Tomasella (ORCID: https://orcid.org/0000-0003-4308-1966)
- Silvia Padrón (ORCID: https://orcid.org/0000-0002-6044-782X)
- Jamal Ouenniche (ORCID: https://orcid.org/0000-0002-9552-4135)
- Lazuardi Almuzaki
Institutions
- TBS Education (FR)
- University of Edinburgh (GB)
Publication Details
- Published
- 2024-12-15
- DOI
- https://doi.org/10.1109/wsc63780.2024.10838931
- Primary Topic
- Simulation Techniques and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00