Model-based approach for component simulation development

Perakath Benjamin, Dursun Delen, Richard Mayer, Timothy O'Brien

Research output: Contribution to journalConference article

7 Citations (Scopus)

Abstract

The increasing complexity of systems has enhanced the use of simulation as a decision-support tool. Often, simulation is the only scientific methodology available to practitioners for the analysis of complex systems. However, only a small fraction of the practical benefits of simulation modeling and analysis have reached the potentially large user community because of the relatively high requirement of time, effort, and cost needed to build and successfully use simulation models. In this paper we describe a model-based approach that seeks to address these problems via the implementation of MODELSIM - a comprehensive modeling and analysis architecture that includes (i) application of the IDEF3 and IDEF5 methods for simulation modeling and analysis specification, (ii) automatic generation of executable component-based simulations from IDEF-based descriptive models, and (iii) reusable libraries of modeling components to facilitate rapid configuration of models as needed over extended periods of time.

Original languageEnglish
Pages (from-to)1831-1839
Number of pages9
JournalWinter Simulation Conference Proceedings
Volume2
StatePublished - 1 Dec 2000
Externally publishedYes
Event2000 Winter Simulation Proceedings - Orlando, FL, USA
Duration: 10 Dec 200013 Dec 2000

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Simulation Modeling
Model-based
Simulation Analysis
Simulation
Decision Support
Period of time
Modeling
Complex Systems
Simulation Model
Specification
Computer simulation
Configuration
Methodology
Requirements
Costs
Large scale systems
Model
Specifications
Libraries
Community

Cite this

Benjamin, Perakath ; Delen, Dursun ; Mayer, Richard ; O'Brien, Timothy. / Model-based approach for component simulation development. In: Winter Simulation Conference Proceedings. 2000 ; Vol. 2. pp. 1831-1839.
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Model-based approach for component simulation development. / Benjamin, Perakath; Delen, Dursun; Mayer, Richard; O'Brien, Timothy.

In: Winter Simulation Conference Proceedings, Vol. 2, 01.12.2000, p. 1831-1839.

Research output: Contribution to journalConference article

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AU - O'Brien, Timothy

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