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.

By: Mittal, Saurabh [author.]
Contributor(s): Tolk, Andreas [author.]
Language: English Series: Stevens institute series on complex systems and enterprisesPublisher: Hoboken, New Jersey : John Wiley & Sons, 2020Description: 1 online resource (xxiii, 395 pages)Content type: text Media type: computer Carrier type: online resourceISBN: 9781119552499; 9781119552468Subject(s): Cooperating objects (Computer systems) | Automatic control -- Simulation methodsGenre/Form: Electronic booksDDC classification: 006.22 LOC classification: TJ213Online resources: Full text available at Wiley Online Library Click here to view
Contents:
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
Summary: "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"-- Provided by publisher.
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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"-- Provided by publisher.

Description based on print version record and CIP data provided by publisher.

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