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Publication Citation: TOWARDS CONTINUOUSLY UPDATED SIMULATION MODELS: Combining Automated Raw Data Collection and Automated Data Processing

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Author(s): John L. Michaloski; Anders Skoogh; Nils Bengtsson;
Title: TOWARDS CONTINUOUSLY UPDATED SIMULATION MODELS: Combining Automated Raw Data Collection and Automated Data Processing
Published: December 10, 2010
Abstract: Discrete Event Simulation (DES) is a powerful tool for efficiency improvements in production. However, instead of integrating the tool in the daily work of production engineers, companies apply it mostly in single-purpose studies such as major investment projects. One significant reason is the extensive time-consumption for input data management, which has to be performed for every simulation analysis to avoid making decisions based upon obsolete facts. This paper presents an approach that combines automated raw data collection and automated processing of raw data to simulation information. MTConnect is used for collection of raw data and the GDM-Tool is applied for data processing. The purpose is to enable efficient reuse of DES models by reducing the time-consumption for input data management. Furthermore, the approach is evaluated using production data from aerospace industry.
Proceedings: Proceedings of the 2010 Winter Simulation Conference
Pages: 12 pp.
Location: Baltimore, MD
Dates: December 5-8, 2010
Keywords: Discrete Event Simulation; MTConnect; Statistics; middleware; Data acquisition; Manufacturing
Research Areas: Simulation, Manufacturing
PDF version: PDF Document Click here to retrieve PDF version of paper (1MB)