Component based simulation modeling from neutral component libraries

Young-Jun Son, Albert T. Jones, Richard A. Wysk

Research output: Contribution to journalArticle

26 Citations (Scopus)

Abstract

Researchers at the National Institute of Standards and Technology have proposed the development of libraries of formal, neutral models of simulation components. The availability of such libraries would simplify the generation of simulation models, enable reuse of existing models construction of complicated models from simpler ones, and speed Internet-based simulation services. The result would be a dramatic increase in the use of simulation for decision-making and control in manufacturing. In this paper, we describe a collection of formal, neutral models for a discrete-event simulation of the flow of jobs through a job shop, where the simulation executes jobs based on a pre-provided schedule. We then derive a database structure from these formal models and discuss the population of that database with the data entries for a sample job shop. We then examine the translators we developed to go from the neutral representation of the simulation components to the representation required by Arena. Finally, we compare this routing aspect of translator to the routing aspects of a translator we built for ProModel.

Original languageEnglish (US)
Pages (from-to)141-165
Number of pages25
JournalComputers and Industrial Engineering
Volume45
Issue number1
DOIs
StatePublished - Jun 2003

Fingerprint

Simulation Modeling
Computer simulation
Job Shop
Simulation
Routing
Formal Model
Discrete Event Simulation
Model
Discrete event simulation
Reuse
Simplify
Schedule
Simulation Model
Availability
Manufacturing
Decision Making
Libraries
Simulation modeling
Data acquisition
Decision making

Keywords

  • Automatic Generation
  • Components based modeling
  • Neutral components
  • Simulation

ASJC Scopus subject areas

  • Management Science and Operations Research
  • Information Systems and Management
  • Industrial and Manufacturing Engineering
  • Applied Mathematics

Cite this

Component based simulation modeling from neutral component libraries. / Son, Young-Jun; Jones, Albert T.; Wysk, Richard A.

In: Computers and Industrial Engineering, Vol. 45, No. 1, 06.2003, p. 141-165.

Research output: Contribution to journalArticle

Son, Young-Jun ; Jones, Albert T. ; Wysk, Richard A. / Component based simulation modeling from neutral component libraries. In: Computers and Industrial Engineering. 2003 ; Vol. 45, No. 1. pp. 141-165.
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