Modeling and Simulation Support for System of Systems Engineering Applications

Larry B. Rainey, PhD, is Founder and Senior Partner at Integrity Systems and Solutions, LLC, a consulting firm that specializes in modeling and simulation within missile defense and space operations domains. With more than 20 years of systems engineering experience, Dr. Rainey has also worked for the Missile Defense Agency and other U.S. Department of Defense organizations that address system of systems challenges. He has also been a visiting assistant professor of systems engineering at the Air Force Institute of Technology at Wright-Patterson Air Force Base Ohio and an assistant professor of systems engineering at the Colorado Technical University in Colorado Springs, Colorado. Andreas Tolk, PhD, is Chief Scientist of SimIS Inc., which provides modeling and simulation services, enterprise architecture knowledge, and integration solutions to its customers. Dr. Tolk is also Adjunct Professor in the Department of Engineering Management and Systems Engineering at Old Dominion University, as well as the author of Engineering Principles of Combat Modeling and Distributed Simulation, which is published by Wiley.

• Foreword xiList of Contributors xiiiNotes on Contributors xviiList of Acronyms xxxiPart I Overview and Introduction1. Overview and Introduction to Modeling and Simulation Support for System of Systems Engineering Applications 3Larry B. Rainey and Andreas Tolk2. The Role of Modeling and Simulation in System of Systems Development 11Mark W. MaierPart II Theoretical and Methodological Considerations3. Composability 45Michael C. Jones4. An Approach for System of Systems Tradespace Exploration 75Adam M. Ross and Donna H. Rhodes5. Data Policy Definition and Verification for System of Systems Governance 99Daniele Gianni6. System Health Management 131Stephen B. Johnson7. Model Methodology for a Department of Defense Architecture Design 145R. William MaulePart III Theoretical and Methodological Considerations with Applications and Lessons Learned8. An Agent-Oriented Perspective on System of Systems for Multiple Domains 187Agostino G. Bruzzone, Alfredo Garro, Francesco Longo, and Marina Massei9. Building Analytical Support for Homeland Security 219Sanjay Jain, Charles W. Hutchings, and Yung-Tsun Tina Lee10. Air Transportation Systems 249William Crossley and Daniel DeLaurentis11. Systemigram Modeling for Contextualizing Complexity in System of Systems 273Brian Sauser and John Boardman12. Using Modeling and Simulation for System of Systems Engineering Applications in the European Space Agency 303Joachim Fuchs and Niklas Lindman13. System of Systems Modeling and Simulation for Microgrids Using DDDAMS 337Aristotelis E. Thanos, DeLante E. Moore, Xiaoran Shi, and Nurcin Celik14. Composition of Behavior Models for Systems Architecture 361Clifford A. Whitcomb, Mikhail Auguston, and Kristin Giammarco15. Joint Training 393James Harrington, Laura Hinton, and Michael Wright16. Human in the Loop in System of Systems (SoS) Modeling and Simulation: Applications to Live, Virtual, and Constructive (LVC) Distributed Mission Operations (DMO) Training 415Saurabh Mittal, Margery J. Doyle, and Antoinette M. Portrey17. On Analysis of Ballistic Missile Defense Architecture through Surrogate Modeling and Simulation 453Tommer R. Ender, Philip D. West, William Dale Blair, and Paul A. Miceli18. Medical Enhancements to Sustain Life during Extreme Trauma Care 479L. Drew Pihera, Nathan L. Adams, Tommer R. Ender, and Matthew L. Paden19. Utility: Problem-Focused, Effects-Based Analysis (aka Information Value Chain Analysis) 515Thomas W. O’Brien and John F. Sarkesain20. A Framework for Achieving Dynamic Cyber Effects through Distributed Cyber Command and Control/Battle Management (C2/BM) 531John F. Sarkesain and Thomas W. O’Brien21. System of Systems Security 565Bharat B. MadanPart IV Conclusions22. Toward a Research Agenda for M&S Support of System of Systems Engineering 583Andreas Tolk and Larry B. RaineyIndex 593