• DocumentCode
    2998208
  • Title

    Automated analysis of simulation output data

  • Author

    Robinson, Stewart

  • Author_Institution
    Warwick Bus. Sch., Warwick Univ., Coventry, UK
  • fYear
    2005
  • fDate
    4-7 Dec. 2005
  • Abstract
    Appropriate analysis of simulation output is important to the success of a simulation study. Many users, however, do not have the skills required to perform such analyses. One way of overcoming this problem is to provide automated tools for analyzing simulation output. An Excel based automated "analyser" is described that performs an analysis of a single scenario. The analyser links to a commercial simulation software package, SIMUL8, and provides recommendations on warm-up, number of replications and run-length. Various standard procedures are used in the analyser with some adaptations to make them suitable for automation. This research demonstrates the potential of the approach. A requirement for further development is more thorough testing of the analysis procedures, particularly for their robustness and generality in use. Further adaptation of the procedures for automation may also be required.
  • Keywords
    simulation languages; Excel based automated analyser; SIMUL8; automated analysis; simulation output data; simulation software package; Analytical models; Automatic programming; Data analysis; Manufacturing automation; Packaging; Performance analysis; Robustness; Software packages; Statistical analysis; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Simulation Conference, 2005 Proceedings of the Winter
  • Print_ISBN
    0-7803-9519-0
  • Type

    conf

  • DOI
    10.1109/WSC.2005.1574320
  • Filename
    1574320