Modeling & Simulation for Systems Engineering
Program ID: DEF 4003P
Program type: Short Courses (weekday)
CEUs: 2.7 |
Location/ (Accommodations) |
Program Administrator |
Start |
End |
Status |
Cost |
Georgia Tech Global Learning Center (Georgia Tech Hotel) |
Dr. Margaret Loper |
November 1, 2010 |
November 4, 2010 |
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$895.00 |
Section ID: 10270/220411107
NOTES:
- -- On the first day, check in at least 30 minutes before the class start time.
- -- Discount available for companies that send 3 or more people to this course. Call 404-385-3501 to register your group.
- -- Georgia Tech employees should call 404-385-3501 to register by phone, and have their PeopleSoft number ready.
Meeting time(s): Monday, November 1, 2010 (9:00 AM-5:00 PM)
Tuesday, November 2, 2010 (9:00 AM-5:00 PM)
Wednesday, November 3, 2010 (9:00 AM-5:00 PM)
Thursday, November 4, 2010 (8:00 AM-4:00 PM)
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Course Description
Simulation is the process of designing a model of a system and conducting experiments to understand the behavior of the system and/or evaluate various strategies for the operation of the system. The modeling & simulation life cycle refers to steps that take place during the course of a simulation study, which include problem formulation, conceptual model development, and output data analysis. Explore modeling & simulation, by using the M&S life cycle as an outline for exploring systems engineering concepts.
Who Should Attend
- Engineers
- Scientists
- Managers
- Technicians
How You Will Benefit
- Know the philosophy, history, and general principles of modeling & simulation
- Understand the phases of a simulation project life cycle and key issues for each phase
- Learn how problem formulation can be structured as exploration
- Understand the range of mathematical modeling techniques and areas for which they are most applicable
- Examine simulation implementation issues, including environmental and human behavior representation
- Explore how fidelity, accuracy, resolution and testing are related to validation and verification
- Know which parallel and distributed simulation standards are best suited to which types of applications
- Analyze case studies of simulation projects and evaluate key design issues
What You Will Cover
- Life Cycle of a Simulation Project
- Problem Formulation
- Conceptual Modeling and Modeling Techniques
- Simulation Modeling, including Continuous, Discrete, Gaming and Optimization
- Validation and Verification
- Design of Experiments
- Simulation Execution, including Standards, Tools and Languages
- Output Data Analysis
- Special Topics, including Aesthetic Computing, Composability, and Uncertainty Modeling
Course Materials
Participants receive a hard copy of course viewgraphs.
Prerequisites
Fundamentals of Modeling is recommended.
Certificates
This course is:
- a requirement for the Modeling & Simulation Certificate
- an elective for the Systems Engineering Certificate.
Instructors
Dr. Margaret L. Loper, principal research scientist at Georgia Tech Research Institute and chief scientist of the Information Technology & Telecommunications Laboratory, has 23 years of experience in modeling and simulation. Projects include the Department of Defense High Level Architecture Federate Testing project, which consists of the process, tools, and procedures used for HLA compliance, and the HLA Federation Verification Tool used to assist federation developers during federation integration. Other projects include the M&S WebBook, Distributed Interactive Simulation Standards Development, and DIS compliance test procedures and tools. Current research interests include agent-based modeling for homeland security, cultural awareness modeling, causality and determinism in distributed systems, novel algorithms for temporal synchronization in parallel and distributed systems, and modeling methodologies. Loper earned a Ph.D. in computer science from Georgia Institute of Technology, a M.S. in computer engineering from the University of Central Florida, and a B.S. in electrical engineering from Clemson University.
Dr. Biltgen is a Research Engineer in the Aerospace Systems Design Laboratory (ASDL) at the Georgia Institute of Technology. He holds Bachelor's, Masters, and Ph.D. degrees in Aerospace Engineering from Georgia Tech. Over the past several years, Dr. Biltgen has been engaged in research into the design of large-scale integrated "systems-of-systems." Currently, he manages a research team of sixteen masters and Ph.D. students in a portfolio that includes projects for industry and government. The primary focus of this research is on the use of constructive simulation and agent-based modeling to quantify the benefit of proposed technologies with respect to capability-based measures of effectiveness. A structured approach to problem decomposition using proven systems engineering methods and the use of agent-based modeling techniques, neural network surrogate models, and probabilistic design methods are key components of Dr. Biltgen's research portfolio. He has also worked with a number of industry and government sponsors in the areas of gas turbine propulsion, missile defense, technology forecasting, military modeling and simulation, and strategic planning.
Dr. Dimitri Mavris is the Boeing Professor of Advanced Aerospace Systems Analysis at the Guggenheim School of Aerospace Engineering, Georgia Institute of Technology, and the director of its Aerospace Systems Design Laboratory (ASDL). Since his initial appointment as assistant professor in 1996, Dr. Mavris has consistently acted to expand his academic and teaching abilities and responsibilities. At the graduate level, he is doing this by teaching classes on advanced design methods, fixed-wing vehicle design, and air-breathing propulsion design, and serving on the graduate committee. ASDL is a unique academic organization, home to 180 researchers and graduate level students actively pursuing research in the areas of multi-disciplinary analysis, design and optimization, MDO/A, and non-deterministic design theory. Dr. Mavris has actively pursued closer ties between the academic and industrial communities in order to foster research opportunities and tailor the aerospace engineering curriculum towards meeting the future needs of the US aerospace industry. Since its inception in 1992, ASDL has been named a Center of Excellence in Robust Systems Design and Optimization under the General Electric University Strategic Alliance (GE USA), and a NASA/DoD University Research Engineering Technology Institute (URETI) on Aeropropulsion and Power Technology (UAPT). In addition, ASDL is a member of the Federal Aviation Administration's Center of Excellence under the Partnership for Air Transportation Noise and Emissions Reduction (PARTNER).
Dr. Roger Smith is the Chief Scientist and CTO for U.S. Army Simulation, Training and Instrumentation. He is focused on bringing innovative technologies into Army training and testing events. His organization awards over $2 billion dollars in government contracts each year, primarily focused on simulation, training, and gaming technologies. He has published over 100 technical papers on simulation, gaming, and innovation. He has lectured at the University of Central Florida, University of Texas, University of Virginia, Georgia Tech, and Florida Institute of Technology. He serves on the editorial boards of the ACM Transactions on Modeling and Computer Simulation and the IRI Research Technology Management. Dr. Smith holds degrees in Computer Science, Mathematics, Statistics, and Management.
Course Administrator
For more information about this course, or to schedule offering at your location, contact the course administrator:
Margaret L. Loper
404-407-6663
margaret.loper@gtri.gatech.edu
Course Location and Times
- Atlanta, Georgia Tech Global Learning Center
- 9 a.m. to 5 p.m. Monday
- 8 a.m. to 5 p.m. Tuesday-Wednesday
- 8 a.m. to 4 p.m. Thursday
On the first day, check in at least 30 minutes before class start time.
Related Courses
- Airborne/Space Courses
- Antenna Courses
- Electronic Warfare Technology Courses
- Infrared & Electro-Optical Technology Courses
- Modeling & Simulation Courses
- Radar Courses
- Systems Engineering Courses
- Test & Evaluation Courses
Related Certificate Programs
- Defense Technology Certificates
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