Automated access to multiple computational analyses from a single model of the system of interest is typical in many engineering disciplines, e.g., in mechanical design both finite element analysis (FEA) and computational fluid dynamics (CFD) analysis can be generated, almost automatically, from a single CAD model. However, in contemporary practice,DELS analyses are often purpose-built to answer specific questions, with an implicit system model and many possible analysis implementations depending on the question, the instance data, and the solver. 

Over the past 70 years, there has been a tremendous amount of research leading to well-founded models to answer questions about planning, scheduling, and flow optimization in DELS, using a wide range of analysis methodologies, including optimization, Markov chains, discrete event simulation and others.  So, when there is a routine question about a DELS instance, for which there already is a well-founded analysis, access to that analysis should be as simple and easy as finding a route on your cell phone using Google maps.

The goal of this research in the Keck VFL is to understand how to make that possible, and to demonstrate the resulting automated model generation for a range of DELS models and questions.  

Project Files

Project Contributors

Leon McGinnis
Leon McGinnis
Lead Faculty
George Thiers
George Thiers
Founder and CEO, Modgeno
Timothy Sprock
Timothy Sprock
Research Scientist, NIST

Related Publications

Conference Papers

  • Sprock, Timothy, and Leon F. McGinnis. 2014. “Simulation Model Generation of Discrete Event Logistics Systems (DELS) Using Software Patterns.” In Proceedings of the 2014 Winter Simulation Conference. Savannah, GA.
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  • McGinnis, Leon, and Timothy Sprock. 2014. "Integrating Analysis Into A Warehouse Design Workflow." 13th International Material Handling Research Colloquium - 2014. Material Handling Industry of America.
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  • Sprock, Timothy, and Leon F. McGinnis. 2014. “Towards Automated Access to Supply Chain Analyses.” In Proceedings of the Production and Operations Management Society (POMS) 2014 Annual Conference. Atlanta, GA.
  • Werner, S., Schmidt, A., and L. McGinnis (2013), “Integrating Warehouse Design Models and Warehouse Analysis Models Using ModelCenter,” ISERC 2013, San Juan, Puerto Rico.
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  • Batarseh, O., and L. McGinnis (2012), “System Modeling in SysML and System Analysis in Arena,” in Proceedings of the 2012 Winter Simulation Conference,  C. Laroque, J. Himmelspach, R. Pasupathy, O. Rose, and A.M. Uhrmacher, eds.
  • Batarseh, Ola, and Leon F. McGinnis. "SysML to discrete-event simulation to analyze electronic assembly systems." Proceedings of the 2012 Symposium on Theory of Modeling and Simulation-DEVS Integrative M&S Symposium. Society for Computer Simulation International, 2012.

Journal Articles

  • Peak, Russell, Chris Paredis, Leon McGinnis, Sanford Friedenthal, Roger Burkhart, ” Integrating System Design with Simulation and Analysis Using SysML,” INCOSE Insight Special Edition on MBSE, vol 12, issue 4, December, 2009, 40-43.