Towards automated simulation input data

Panagiotis Barlas, Cathal Heavey

Research output: Contribution to conferencePaperpeer-review

Abstract

Discrete Event Simulation (DES) has proved itself to be an effective tool for complex processes analysis. The drawback of using DES is the effort required and costs spent on collecting and processing the input data from different data sources. To address the problem of time consuming pre-coding for DES projects, a tool based on Core Manufacturing Simulation Data (CMSD) is currently being developed. The tool will read data from several resources of an organisation; analyse it using statistical analysis and output it in a format that is applicable to simulation purposes. The format that we adopted follows the CMSD standard in order to describe simulation related data. The CMSD specification is presented as simulation input, in order to achieve the efficient reuse of this data for future DES projects. We present a first prototype and a test implementation of this tool and we draw conclusions about the future steps of our project.

Original languageEnglish
Pages26-34
Number of pages9
Publication statusPublished - 2014
Event2014 Operational Research Society Simulation Workshop, SW 2014 - Worcestershire, United Kingdom
Duration: 1 Apr 20142 Apr 2014

Conference

Conference2014 Operational Research Society Simulation Workshop, SW 2014
Country/TerritoryUnited Kingdom
CityWorcestershire
Period1/04/142/04/14

Keywords

  • CMSD
  • Discrete Event Simulation
  • RPy2

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