Modeling and Simulation Support for System of Systems Engineering Applications (eBook)
Features a comprehensive treatment on the use of modeling and simulation support for system of systems engineering as well as best practices in the industry
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 addresses the criteria and challenges found within the field.
Beginning with a foundation of concepts, terms, and categories, the book introduces a theoretical and generalized approach to system of systems engineering, and presents real-world applications via case studies and examples. 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.
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.
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 of Old Dominion University as well as the author of Engineering Principles of Combat Modeling and Distributed Simulation, which is published by Wiley.
...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.
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 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
Notes on Contributors
Nathan L. Adams is a Research Engineer II at the Georgia Tech Research Institute and has over 12 years of experience in systems engineering, embedded systems development, and analysis and simulation support tool development. His current area of focus involves systems engineering, integration, and test and evaluation of embedded aircraft systems. Prior to joining the Georgia Tech Research Institute, Mr. Adams worked for Lockheed Martin Aeronautics Corporation where he developed and integrated real-time simulation systems in support of various simulation laboratories. He holds a B.S. in Computer Engineering Technology from Southern Polytechnic State University and a Professional Master’s in Applied Systems Engineering from the Georgia Institute of Technology.
Mikhail Auguston is an Associate Professor in the Computer Science Department, Naval Postgraduate School in Monterey, California. Dr. Auguston’s research interests encompass programming language design and implementation, real-time and reactive software testing and debugging automation and safety assessment tools, software and system architecture formal specification and validation, and visual programming languages. He has more than 40 years of experience in these areas and has published more than 120 papers in refereed journals, conferences, and workshop proceedings. He was PI and Co-PI in projects funded by NSF, NASA, U.S. Army Research Office, U.S. Naval Research Office, U.S. Missile Defense Agency, USMC Technology Center, TARDEC, SPAWAR/SYSCOM, and U.S. Army/Monterey TRAC.
William Dale Blair is a Principal Research Engineer with Georgia Tech Research Institute (GTRI) and is a Fellow there. He recently completed a three year assignment as the Technical Director for the C2BMC Knowledge Center of the Missile Defense Agency. Since joining GTRI in 1997, Dr. Blair has led a multiorganizational team in the development of multiplatform–multisensor–multitarget benchmarks to both air defense and ballistic missile defense. His projects at GTRI focus mostly on the modeling and simulation and algorithm assessment associated with the sensor netting for the C2BMC. Dr. Blair's research is reported in over 200 articles that include 38 refereed journals. He served as the Editor for Radar Systems for IEEE Transactions on Aerospace and Electronic Systems (T-AES) 1996-99 and Editor-in-Chief (EIC) for IEEE T-AES from 1999 to 2005. He is a Fellow of the IEEE and recipient of the 2001 IEEE Nathanson Award for Outstanding Young Radar Engineer. He is Coeditor and coauthor of the book, Multitarget-Multisensor Tracking: Advances and Applications III, and the author of chapter 19 “Radar Tracking Algorithms” and coauthor of chapter 18 “Radar Measurements” of the new edition of Principles of Modern Radar. He has served on the Board of Governors for the IEEE Aerospace and Electronics Systems Society (AESS) for 1998–2003, 2005–2010, and 2012–2014.
John Boardman has been an engineer, consultant, researcher, teacher, and public speaker. He has held academic appointments in the United Kingdom and the United States. Most recently he was a Distinguished Service Professor at Stevens Institute of Technology in the School of Systems and Enterprises where he taught graduate classes on systems thinking and enterprise architecting. His specialty subjects have covered electrical engineering, computer engineering, software, and systems engineering. He has coauthored two books, with Brian Sauser, on systems thinking. He is a Fellow of the Institution of Engineering and Technology. He now concentrates on writing and has recently completed Part I of a trilogy: “Memories live longer than dreams.”
Agostino G. Bruzzone is a Full Professor at DIME University of Genoa, Director of M&S Net (International Network involving 34 centers), Director of the MISS McLeod Institute of Simulation Science—Genoa Center (28 centers distributed worldwide), Founder and President of the Liophant Simulation, Member of the Simulation team, Vice President and Member of the Board of MIMOS (Movimento Italiano di Simulazione), and Member of the NATO MSG. He works on innovative Modeling & Simulation, AI techniques, application of Neural Networks, and Gas. He is Member of several International Technical and Organization Committees (i.e., AI Application of IASTED, AI Conference, ESS, AMS) and General Coordinator of Scientific Initiatives (i.e., I3M General Chair). He teaches "M&S" for the DIMS Ph.D. Program (Doctorship in Integrated Mathematical M&S). He is Director of the Master Program in Industrial Plants for the University of Genoa. He has a new appointment as Project Leader M&S at NATO STO CMRE—Centre for Maritime Research and Experimentation.
Nurcin Celik is an Assistant Professor in the Department of Industrial Engineering at the University of Miami. She received her M.S. and Ph.D. degrees in Systems and Industrial Engineering from the University of Arizona with magna cum laude. Her research interests are in the areas of integrated modeling and decision making for large-scale, complex, and dynamic systems focusing on electric utility resource planning and dynamic load dispatching in distributed power grids and microgrids. She is the recipient of several awards including 2013 AFOSR Young Investigator Research Award, 2011 WSC Best Paper Award, 2011 IAMOT (International Association for Management of Technology) Best Research Project Award, 2010 University of Miami Provost Award, 2009 IIE (Institute of Industrial Engineers) Best Graduate Research Award, and 2007 Diversity in Science and Engineering Award from Women in Science and Engineering Program.
William Crossley is a Professor of Aeronautics and Astronautics at Purdue University in West Lafayette, Indiana, USA. His teaching and research interests are in design optimization for aerospace systems and for system of system design problems. He initiated the “System of Systems” signature area in the College of Engineering in 2004 and is involved in the continuing development of systems and system of systems efforts at Purdue University. He earned a BSE (Aerospace) from the University of Michigan, then participated in the Arizona State University Industrial Fellows Program through which he worked in Advanced Concept Development at McDonnell Douglas Helicopter Systems in Mesa, AZ, while earning his M.S. and Ph.D. degrees. He is an Associate Fellow of the American Institute of Aeronautics and Astronautics and the chair of the Aircraft Design Technical Committee, an Executive Committee Member for the Council of Engineering Systems Universities, a Member of the International Council on Systems Engineering, a Member of the Institute for Operations Research and Management Science, and a Member of the International Society for Structural and Multidisciplinary Optimization.
Daniel DeLaurentis is an Associate Professor in Purdue’s School of Aeronautics & Astronautics and the Director of Purdue's Center for Integrated Systems in Aerospace (CISA), which is home to 20 faculty affiliates, three research staff, and numerous dedicated graduate students. His primary research interests are in the areas of problem formulation, modeling and robust system design, and control methods for aerospace systems and system of systems. This includes agent-based modeling, network theory, optimization, aerospace vehicle modeling, missile defense battle management architecting, and air transportation network analysis. Dr. DeLaurentis is an Associate Fellow of the American Institute of Aeronautics and Astronautics and served as Chairman of the AIAA’s Air Transportation Systems (ATS) Technical Committee from 2008 to 2010. He was Co-Chair of the System of Systems Technical Committee in the IEEE System, Man, and Cybernetics Community and Associated Editor for the IEEE Systems Journal for several years.
Margery J. Doyle is a Research Consultant Cognitive Systems Research Scientist and Engineer with L-3 Communications Link Simulation and Training at the Air Force Research Lab 711 HPW/RHA Warfighter Readiness Research Division at Wright-Patterson Air Force Base, OH. Margery leads the Not-So-Grand-Challenge to support integration and use of cognitive- and behavior-based models, agents, and architectures in adaptive Live Virtual Constructive training environments. She earned her M.A. in Experimental Psychology with a certificate in Cognitive Psychology from the University of West Florida in 2007. While attending UWF, Margery made significant sustaining contributions to the field of Augmented Cognition through working on a seminal DARPA challenge entitled AUGCOG. In addition, Margery completed work toward a Ph.D. in Cognitive Science. Recently she coedited a special edition of Cognitive Systems Research focusing on stigmergic systems that display properties of emergence.
Tommer R. Ender is a Senior Research Engineer at the Electronic Systems Laboratory of the Georgia Tech Research Institute and serves as Chief of the Systems Technology & Analysis Division. His primary area of research includes development of collaborative systems engineering tools and methods as applied to complex system of systems, concerned with supporting decision making through a holistic treatment of various problems. His research focuses on the application of Model Based Systems Engineering, advanced design methods, uncertainty analysis, and multidisciplinary design optimization to...
| Erscheint lt. Verlag | 5.1.2015 |
|---|---|
| Sprache | englisch |
| Themenwelt | Mathematik / Informatik ► Informatik ► Theorie / Studium |
| Mathematik / Informatik ► Mathematik | |
| Technik ► Elektrotechnik / Energietechnik | |
| Schlagworte | Betriebswirtschaft u. Operationsforschung • Business & Management • Electrical & Electronics Engineering • Elektrotechnik u. Elektronik • Engineering • Management Science • Management Science/Operational Research • Mathematical Modeling • Mathematical Modelling • Mathematics • Mathematik • Mathematische Modellierung • Modeling and Simulation • Modellierung • Operations Research • Simulation • System of Systems • System of Systems Engineering • Systems Engineering & Management • systems engineering methodology • Systemtechnik • Systemtechnik u. -management • Wirtschaft u. Management |
| ISBN-13 | 9781118501740 / 9781118501740 |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
| Haben Sie eine Frage zum Produkt? |
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