Modeling and Simulation Support for System of Systems Engineering Applications

“...a much-needed handbook with contributions from well-chosen practitioners. A primary accomplishment is to provide guidance for those involved in modeling and simulation in support of Systems of Systems development, more particularly guidance that draws on well-conceived academic research to define concepts and terms, that identifies primary challenges for developers, and that suggests fruitful approaches grounded in theory and successful examples.”                                                                                                  Paul Davis, The RAND Corporation Modeling and Simulation Support for System of Systems Engineering Applications provides a comprehensive overview of the underlying theory, methods, and solutions in modeling and simulation support for system of systems engineering. Highlighting plentiful multidisciplinary applications of modeling and simulation, the book uniquely addresses the criteria and challenges found within the field. Beginning with a foundation of concepts, terms, and categories, a theoretical and generalized approach to system of systems engineering is introduced, and real-world applications via case studies and examples are presented. A unified approach is maintained in an effort to understand the complexity of a single system as well as the context among other proximate systems. In addition, the book features: Cutting edge coverage of modeling and simulation within the field of system of systems, including transportation, system health management, space mission analysis, systems engineering methodology, and energy State-of-the-art advances within multiple domains to instantiate theoretic insights, applicable methods, and lessons learned from real-world applications of modeling and simulation The challenges of system of systems engineering using a systematic and holistic approach Key concepts, terms, and activities to provide a comprehensive, unified, and concise representation of the field A collection of chapters written by over 40 recognized international experts from academia, government, and industry A research agenda derived from the contribution of experts that guides scholars and researchers towards open questions Modeling and Simulation Support for System of Systems Engineering Applications is an ideal reference and resource for academics and practitioners in operations research, engineering, statistics, mathematics, modeling and simulation, and computer science. The book is also an excellent course book for graduate and PhD-level courses in modeling and simulation, engineering, and computer science.  

Table of Contents:
Foreword xi List of Contributors xiii Notes on Contributors xvii List of Acronyms xxxi Part I Overview and Introduction 1. Overview and Introduction to Modeling and Simulation Support for System of Systems Engineering Applications 3 Larry B. Rainey and Andreas Tolk 2. The Role of Modeling and Simulation in System of Systems Development 11 Mark W. Maier Part II Theoretical and Methodological Considerations 3. Composability 45 Michael C. Jones 4. An Approach for System of Systems Tradespace Exploration 75 Adam M. Ross and Donna H. Rhodes 5. Data Policy Definition and Verification for System of Systems Governance 99 Daniele Gianni 6. System Health Management 131 Stephen B. Johnson 7. Model Methodology for a Department of Defense Architecture Design 145 R. William Maule Part III Theoretical and Methodological Considerations with Applications and Lessons Learned 8. An Agent-Oriented Perspective on System of Systems for Multiple Domains 187 Agostino G. Bruzzone, Alfredo Garro, Francesco Longo, and Marina Massei 9. Building Analytical Support for Homeland Security 219 Sanjay Jain, Charles W. Hutchings, and Yung-Tsun Tina Lee 10. Air Transportation Systems 249 William Crossley and Daniel DeLaurentis 11. Systemigram Modeling for Contextualizing Complexity in System of Systems 273 Brian Sauser and John Boardman 12. Using Modeling and Simulation for System of Systems Engineering Applications in the European Space Agency 303 Joachim Fuchs and Niklas Lindman 13. System of Systems Modeling and Simulation for Microgrids Using DDDAMS 337 Aristotelis E. Thanos, DeLante E. Moore, Xiaoran Shi, and Nurcin Celik 14. Composition of Behavior Models for Systems Architecture 361 Clifford A. Whitcomb, Mikhail Auguston, and Kristin Giammarco 15. Joint Training 393 James Harrington, Laura Hinton, and Michael Wright 16. Human in the Loop in System of Systems (SoS) Modeling and Simulation: Applications to Live, Virtual, and Constructive (LVC) Distributed Mission Operations (DMO) Training 415 Saurabh Mittal, Margery J. Doyle, and Antoinette M. Portrey 17. On Analysis of Ballistic Missile Defense Architecture through Surrogate Modeling and Simulation 453 Tommer R. Ender, Philip D. West, William Dale Blair, and Paul A. Miceli 18. Medical Enhancements to Sustain Life during Extreme Trauma Care 479 L. Drew Pihera, Nathan L. Adams, Tommer R. Ender, and Matthew L. Paden 19. Utility: Problem-Focused, Effects-Based Analysis (aka Information Value Chain Analysis) 515 Thomas W. O’Brien and John F. Sarkesain 20. A Framework for Achieving Dynamic Cyber Effects through Distributed Cyber Command and Control/Battle Management (C2/BM) 531 John F. Sarkesain and Thomas W. O’Brien 21. System of Systems Security 565 Bharat B. Madan Part IV Conclusions 22. Toward a Research Agenda for M&S Support of System of Systems Engineering 583 Andreas Tolk and Larry B. Rainey Index 593