A discrete event simulation model simplification technique

Rachel T. Johnson, John Fowler, Gerald T. Mackulak

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

26 Scopus citations

Abstract

Cycle Time - Throughput curves (CT-TH), which plot the average cycle time versus start rate for a given product mix, are often used to support decisions made in manufacturing settings, such as the impact of proposed changes in start rate on mean cycle time. Discrete event simulation is often used to generate estimations of cycle time at a significant number of traffic intensities (start rates). However, simulation often requires long run lengths and extensive output analysis. In most manufacturing environments, the time and/or budget available for such simulations is limited. As demands for faster and more accurate results are required, alternative approaches to improving simulation efficiency must be investigated. This research seeks to develop a procedure for simplifying a detailed model into a fast (abstract) simulation model that achieves a statistically indistinguishable level of accuracy and precision. This technique has particular application in the simulation of semiconductor manufacturing facilities.

Original languageEnglish (US)
Title of host publicationProceedings of the 2005 Winter Simulation Conference
Pages2172-2176
Number of pages5
DOIs
StatePublished - Dec 1 2005
Event2005 Winter Simulation Conference - Orlando, FL, United States
Duration: Dec 4 2005Dec 7 2005

Publication series

NameProceedings - Winter Simulation Conference
Volume2005
ISSN (Print)0891-7736

Other

Other2005 Winter Simulation Conference
CountryUnited States
CityOrlando, FL
Period12/4/0512/7/05

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ASJC Scopus subject areas

  • Software
  • Modeling and Simulation
  • Computer Science Applications

Cite this

Johnson, R. T., Fowler, J., & Mackulak, G. T. (2005). A discrete event simulation model simplification technique. In Proceedings of the 2005 Winter Simulation Conference (pp. 2172-2176). [1574503] (Proceedings - Winter Simulation Conference; Vol. 2005). https://doi.org/10.1109/WSC.2005.1574503