Principles of Simulation Modeling and Digital Twins

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Course Overview

In this detailed hands-on course you will learn when to use simulation modeling, how models are developed and applied and what it takes to conduct a successful project. Digital Twins will be discussed in detail and you’ll develop your own simulation models using the free educational version of a commercial application.

A 2-hour overview course has been created to review methods and tools to introduce simulation modeling. More information can be found here.

Who Should Attend?

Who Should Attend?

  • Engineers and technical professionals responsible for designing, improving, or managing processes
  • Program or project managers
  • Leaders looking for new ways of assessing process risk or performance
  • Vendors interested in highlighting their product’s features and performance under a variety of conditions using simulation modeling

Additional Information

Laptop Computer Required

You will be developing several simulation models on your own computer in class and one evening for homework. This will require the installation of a free simulation modeling software package, so ensure you have admin rights or have your IT department do the installation for you.

Course Outline

Module 1 – Concepts

  • Introductions
  • Overview of simulation modeling
  • Discrete event, agent based and system dynamics modeling methodologies
  • Case studies and model demonstrations in a variety of industries
  • Group exercise: Using a simulation model to predict process performance

Module 2 – Techniques

  • Digital twins
  • Simulation development environment
  • Bank teller model

Module 3 – Model Development

You will be developing several simulation models on your own with the help of the instructor. The exercises will be selected and tailored to best meet the needs of the attendees in each specific class.

  • Exercise: Manufacturing
  • Exercise: Supply chain with GIS integration
  • Exercise: Disease spread

Module 4 – Model Development and Next Steps

  • Modeling exercise: Pedestrian and vehicle movement
  • Software selection
  • Project management
  • Best practices
  • Q&A

Instructors

Rainer Dronzek

Rainer Dronzek has held engineering and management positions in the aerospace, oil & gas, software and consulting industries. He began his analytics career on the Space Shuttle Program at the Kennedy Space Center, where he was first introduced to the art and science of simulation modeling. He has managed projects and standing teams providing modeling services, founded a simulation consulting firm, and organized simulation events and conferences. He is the Managing Consultant of Simulation Modeling Services and holds a B.S. in Electrical Engineering from Bradley University.

Upcoming dates (0)

Take this course when it’s offered next!

Program Director

Susan Ottmann

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