On guiding simulation model reuse from the conceptual modeling stage

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

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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.

Original languageEnglish
Title of host publication2024 Winter Simulation Conference, WSC 2024
PublisherInstitute of Electrical and Electronics Engineers
Pages2313-2324
Number of pages12
ISBN (Electronic)9798331534202
ISBN (Print)9798331534219
DOIs
Publication statusPublished - 20 Jan 2025
Event2024 Winter Simulation Conference, WSC 2024 - Orlando, United States
Duration: 15 Dec 202418 Dec 2024

Publication series

NameProceedings - Winter Simulation Conference
ISSN (Print)0891-7736
ISSN (Electronic)1558-4305

Conference

Conference2024 Winter Simulation Conference, WSC 2024
Country/TerritoryUnited States
CityOrlando
Period15/12/2418/12/24

Keywords / Materials (for Non-textual outputs)

  • adaptation models
  • flowchart
  • silicon carbide
  • computational modeling
  • atmospheric modeling
  • decision making
  • encoding
  • planning
  • stakeholders
  • testing

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