Offers a one-stop reference on the application of advanced modeling and simulation (M&S) in cyber physical systems (CPS) engineering This book provides the state-of-the-art in methods and technologies that aim to elaborate on the modeling and simulation support to cyber physical systems (CPS) engineering across many sectors such as healthcare, smart grid, or smart home. It 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. Complexity Challenges in Cyber Physical Systems: Using Modeling and Simulation (M&S) to Support Intelligence, Adaptation and Autonomy is laid out in four sections. The first section provides an overview of complexities associated with the application of M&S to CPS Engineering. It discusses M&S in the context of autonomous systems involvement within the North Atlantic Treaty Organization (NATO). The second section provides a more detailed description of the challenges in applying modeling to the operation, risk and design of holistic CPS. The third section delves in details of simulation support to CPS engineering followed by the engineering practices to incorporate the cyber element to build resilient CPS sociotechnical systems. Finally, the fourth section presents a research agenda for handling complexity in application of M&S for CPS engineering. In addition, this text: Introduces a unifying framework for hierarchical co-simulations of cyber physical systems (CPS) Provides understanding of the cycle of macro-level behavior dynamically arising from spaciotemporal interactions between parts at the micro-level Describes a simulation platform for characterizing resilience of CPS Complexity Challenges in Cyber Physical Systems has been written for researchers, practitioners, lecturers, and graduate students in computer engineering who want to learn all about M&S support to addressing complexity in CPS and its applications in today s and tomorrow s world.

Offers a one-stop reference on the application of advanced modeling and simulation (M&S) in cyber physical systems (CPS) engineeringThis book provides the state-of-the-art in methods and technologies that aim to elaborate on the modeling and simulation support to cyber physical systems (CPS) engineering across many sectors such as healthcare, smart grid, or smart home. It 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.Complexity Challenges in Cyber Physical Systems: Using Modeling and Simulation (M&S) to Support Intelligence, Adaptation and Autonomy is laid out in four sections. The first section provides an overview of complexities associated with the application of M&S to CPS Engineering. It discusses M&S in the context of autonomous systems involvement within the North Atlantic Treaty Organization (NATO). The second section provides a more detailed description of the challenges in applying modeling to the operation, risk and design of holistic CPS. The third section delves in details of simulation support to CPS engineering followed by the engineering practices to incorporate the cyber element to build resilient CPS sociotechnical systems. Finally, the fourth section presents a research agenda for handling complexity in application of M&S for CPS engineering. In addition, this text:* Introduces a unifying framework for hierarchical co-simulations of cyber physical systems (CPS)* Provides understanding of the cycle of macro-level behavior dynamically arising from spaciotemporal interactions between parts at the micro-level* Describes a simulation platform for characterizing resilience of CPSComplexity Challenges in Cyber Physical Systems has been written for researchers, practitioners, lecturers, and graduate students in computer engineering who want to learn all about M&S support to addressing complexity in CPS and its applications in today's and tomorrow's world.

Preface xiForeword xvBarry Martin HorowitzAbout the Editors xviiList of Contributors xixAuthor Biography xxiiiPart I Introduction 11 The Complexity in Application of Modeling and Simulation for Cyber Physical Systems Engineering 3Saurabh Mittal and Andreas Tolk2 Challenges in the Operation and Design of Intelligent Cyber-Physical Systems 27Sebastian Castro, Pieter J. Mosterman, Akshay H. Rajhans, and Roberto G. Valenti3 NATO Use of Modeling and Simulation to Evolve Autonomous Systems 53Jan Mazal, Agostino Bruzzone, Michele Turi, Marco Biagini, Fabio Corona, and Jason JonesPart II Modeling Support to CPS Engineering 814 Multi-Perspective Modeling and Holistic Simulation: A System-Thinking Approach to Very Complex Systems Analysis 83Mamadou K. Traoré5 A Unifying Framework for the Hierarchical Co-Simulation of Cyber-Physical Systems 111Fernando J. Barros6 Model-Based Systems of Systems Engineering Trade-off Analytics 131Aleksandra Markina-Khusid, Ryan Jacobs, and Judith Dahmann7 Taming Complexity and Risk in Internet of Things (IoT) Ecosystem Using System Entity Structure (SES) Modeling 163Saurabh Mittal, Sheila A. Cane, Charles Schmidt, Richard B. Harris, and John TufaroloPart III Simulation-Based CPS Engineering 1918 Simulation Model Continuity for Efficient Development of Embedded Controllers in Cyber-Physical Systems 193Rodrigo Castro, Ezequiel Pecker Marcosig, and Juan I. Giribet9 Cyber-Physical Systems Design Methodology for the Prediction of Symptomatic Events in Chronic Diseases 223Kevin Henares, Josué Pagán, José L. Ayala, Marina Zapater, and José L. Risco-Martín10 Model-Based Engineering with Application to Autonomy 255Rahul Bhadani, Matt Bunting, and Jonathan SprinklePart IV The Cyber Element 28711 Perspectives on Securing Cyber Physical Systems 289Zach Furness12 Cyber-Physical System Resilience: Frameworks, Metrics, Complexities, Challenges, and Future Directions 301Md Ariful Haque, Sachin Shetty, and Bheshaj Krishnappa13 The Cyber Creation of Social Structures 339E. Dante Suarez and Loren DemerathPart V Way Forward 37114 A Research Agenda for Complexity in Application of Modeling and Simulation for Cyber Physical Systems Engineering 373Andreas Tolk and Saurabh MittalCyber Physical Systems - Modeling and Simulation to Balance Enthusiasm and Caution 391Kris RosfjordIndex 395