Mittal, Saurabh,
Complexity challenges in cyber physical systems : using modeling and simulation (M&S) to support intelligence, adaptation and autonomy / Saurabh Mittal, The MITRE Corporation, Fairborn, OH, USA, Andreas Tolk, The MITRE Corporation, Hampton, VA, USA. - 1 online resource (xxiii, 395 pages) - Stevens institute series on complex systems and enterprises .
Includes bibliographical references and index.
TABLE OF CONTENTS
Preface xi
Foreword xv
Barry Martin Horowitz
About the Editors xvii
List of Contributors xix
Author Biography xxiii
Part I Introduction 1
1 The Complexity in Application of Modeling and Simulation for Cyber Physical Systems Engineering 3
Saurabh Mittal and Andreas Tolk
2 Challenges in the Operation and Design of Intelligent Cyber‑Physical Systems 27
Sebastian Castro, Pieter J. Mosterman, Akshay H. Rajhans, and Roberto G. Valenti
3 NATO Use of Modeling and Simulation to Evolve Autonomous Systems 53
Jan Mazal, Agostino Bruzzone, Michele Turi, Marco Biagini, Fabio Corona, and Jason Jones
Part II Modeling Support to CPS Engineering 81
4 Multi‑Perspective Modeling and Holistic Simulation: A System‑Thinking Approach to Very Complex Systems Analysis 83
Mamadou K. Traoré
5 A Unifying Framework for the Hierarchical Co-Simulation of Cyber-Physical Systems 111
Fernando J. Barros
6 Model-Based Systems of Systems Engineering Trade-off Analytics 131
Aleksandra Markina-Khusid, Ryan Jacobs, and Judith Dahmann
7 Taming Complexity and Risk in Internet of Things (IoT) Ecosystem Using System Entity Structure (SES) Modeling 163
Saurabh Mittal, Sheila A. Cane, Charles Schmidt, Richard B. Harris, and John Tufarolo
Part III Simulation‐Based CPS Engineering 191
8 Simulation Model Continuity for Efficient Development of Embedded Controllers in Cyber-Physical Systems 193
Rodrigo Castro, Ezequiel Pecker Marcosig, and Juan I. Giribet
9 Cyber-Physical Systems Design Methodology for the Prediction of Symptomatic Events in Chronic Diseases 223
Kevin Henares, Josué Pagán, José L. Ayala, Marina Zapater, and José L. Risco-Martín
10 Model‐Based Engineering with Application to Autonomy 255
Rahul Bhadani, Matt Bunting, and Jonathan Sprinkle
Part IV The Cyber Element 287
11 Perspectives on Securing Cyber Physical Systems 289
Zach Furness
12 Cyber-Physical System Resilience: Frameworks, Metrics, Complexities, Challenges, and Future Directions 301
Md Ariful Haque, Sachin Shetty, and Bheshaj Krishnappa
13 The Cyber Creation of Social Structures 339
E. Dante Suarez and Loren Demerath
Part V Way Forward 371
14 A Research Agenda for Complexity in Application of Modeling and Simulation for Cyber Physical Systems Engineering 373
Andreas Tolk and Saurabh Mittal
Cyber Physical Systems – Modeling and Simulation to Balance Enthusiasm and Caution 391
Kris Rosfjord
Index 395
"This book provides the state-of-the-art in methods and technologies that aim to elaborate on the modeling and simulation support to CPS engineering across many sectors such as healthcare, smart grid or smart home. The book presents a compilation of simulation-based methods, technologies and approaches that encourage the reader to incorporate simulation technologies in their CPS engineering endeavors, supporting management of complexity challenges in such endeavors. There are three main elements to this: first, review of the state-of-the-art methods M&S and CPS paradigms; second, identification and/or proposition of technological support for linkages within M&S hybrid models and between M&S models and CPS structures; third, the proposition of frameworks for using M&S/CPS co-simulation for complex systems (e.g. healthcare) by way of a research roadmap"--
9781119552499 9781119552468
2019027672
Cooperating objects (Computer systems)
Automatic control--Simulation methods.
Electronic books
TJ213
006.22
Complexity challenges in cyber physical systems : using modeling and simulation (M&S) to support intelligence, adaptation and autonomy / Saurabh Mittal, The MITRE Corporation, Fairborn, OH, USA, Andreas Tolk, The MITRE Corporation, Hampton, VA, USA. - 1 online resource (xxiii, 395 pages) - Stevens institute series on complex systems and enterprises .
Includes bibliographical references and index.
TABLE OF CONTENTS
Preface xi
Foreword xv
Barry Martin Horowitz
About the Editors xvii
List of Contributors xix
Author Biography xxiii
Part I Introduction 1
1 The Complexity in Application of Modeling and Simulation for Cyber Physical Systems Engineering 3
Saurabh Mittal and Andreas Tolk
2 Challenges in the Operation and Design of Intelligent Cyber‑Physical Systems 27
Sebastian Castro, Pieter J. Mosterman, Akshay H. Rajhans, and Roberto G. Valenti
3 NATO Use of Modeling and Simulation to Evolve Autonomous Systems 53
Jan Mazal, Agostino Bruzzone, Michele Turi, Marco Biagini, Fabio Corona, and Jason Jones
Part II Modeling Support to CPS Engineering 81
4 Multi‑Perspective Modeling and Holistic Simulation: A System‑Thinking Approach to Very Complex Systems Analysis 83
Mamadou K. Traoré
5 A Unifying Framework for the Hierarchical Co-Simulation of Cyber-Physical Systems 111
Fernando J. Barros
6 Model-Based Systems of Systems Engineering Trade-off Analytics 131
Aleksandra Markina-Khusid, Ryan Jacobs, and Judith Dahmann
7 Taming Complexity and Risk in Internet of Things (IoT) Ecosystem Using System Entity Structure (SES) Modeling 163
Saurabh Mittal, Sheila A. Cane, Charles Schmidt, Richard B. Harris, and John Tufarolo
Part III Simulation‐Based CPS Engineering 191
8 Simulation Model Continuity for Efficient Development of Embedded Controllers in Cyber-Physical Systems 193
Rodrigo Castro, Ezequiel Pecker Marcosig, and Juan I. Giribet
9 Cyber-Physical Systems Design Methodology for the Prediction of Symptomatic Events in Chronic Diseases 223
Kevin Henares, Josué Pagán, José L. Ayala, Marina Zapater, and José L. Risco-Martín
10 Model‐Based Engineering with Application to Autonomy 255
Rahul Bhadani, Matt Bunting, and Jonathan Sprinkle
Part IV The Cyber Element 287
11 Perspectives on Securing Cyber Physical Systems 289
Zach Furness
12 Cyber-Physical System Resilience: Frameworks, Metrics, Complexities, Challenges, and Future Directions 301
Md Ariful Haque, Sachin Shetty, and Bheshaj Krishnappa
13 The Cyber Creation of Social Structures 339
E. Dante Suarez and Loren Demerath
Part V Way Forward 371
14 A Research Agenda for Complexity in Application of Modeling and Simulation for Cyber Physical Systems Engineering 373
Andreas Tolk and Saurabh Mittal
Cyber Physical Systems – Modeling and Simulation to Balance Enthusiasm and Caution 391
Kris Rosfjord
Index 395
"This book provides the state-of-the-art in methods and technologies that aim to elaborate on the modeling and simulation support to CPS engineering across many sectors such as healthcare, smart grid or smart home. The book presents a compilation of simulation-based methods, technologies and approaches that encourage the reader to incorporate simulation technologies in their CPS engineering endeavors, supporting management of complexity challenges in such endeavors. There are three main elements to this: first, review of the state-of-the-art methods M&S and CPS paradigms; second, identification and/or proposition of technological support for linkages within M&S hybrid models and between M&S models and CPS structures; third, the proposition of frameworks for using M&S/CPS co-simulation for complex systems (e.g. healthcare) by way of a research roadmap"--
9781119552499 9781119552468
2019027672
Cooperating objects (Computer systems)
Automatic control--Simulation methods.
Electronic books
TJ213
006.22