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.

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Publication Details

Published
2024-12-15
DOI
https://doi.org/10.1109/wsc63780.2024.10838931
Primary Topic
Simulation Techniques and Applications
Type
article
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article

On Guiding Simulation Model Reuse from the Conceptual Modeling Stage

Xiaoting Song, Maurizio Tomasella, Silvia Padrón, Jamal Ouenniche et al.
Simulation Techniques and Applications
article

On Guiding Simulation Model Reuse from the Conceptual Modeling Stage

Xiaoting Song, Maurizio Tomasella, Silvia Padrón, Jamal Ouenniche, Lazuardi Almuzaki
article en

Abstract

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.

TBS Education (FR), University of Edinburgh (GB)
Openalex Percentile: Top 68%
Simulation Techniques and Applications
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On Guiding Simulation Model Reuse from the Conceptual Modeling Stage — Xiaoting Song, Maurizio Tomasella, et al. · (2024) | TGRS Research Map | TGRS