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Complexity Challenges in Cyber Physical Systems: Using Modeling and Simulation (M&S) to Support Intelligence, Adaptation and Autonomy

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Complexity Challenges in Cyber Physical Systems: Using Modeling and Simulation (M&S) to Support Intelligence, Adaptation and Autonomy

Saurabh Mittal, Andreas Tolk

ISBN: 978-1-119-55239-0 November 2019 330 Pages

Hardcover
Pre-order
€115.40

Description

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.

Preface

Foreword
Barry Horowitz

About the Editors

List of Contributors

Authors Biography

Section 1: Introduction

Chapter 1 The Complexity in application of modeling and simulation for cyber physical systems engineering
Saurabh Mittal and Andreas Tolk

Chapter 2 Challenges in the operation and design of intelligent cyber-physical systems
Sebastian Castro, Pieter J. Mosterman, Akshay H. Rajhans, Roberto G. Valenti

Chapter 3 NATO use of modeling and simulation to evolve autonomous systems
Jan Mazal, Agostino Bruzzone, Michele Turi, Marco Biagini, Fabio Corona, Jason Jones

Section 2: Modeling Support to CPS Engineering

Chapter 4 Multi-perspective modeling and holistic simulation: A system-thinking approach to very complex systems analysis
Mamadou Traore

Chapter 5 A unifying framework for hierarchical co-simulation of cyber-physical systems
Fernando Barros

Chapter 6 Model-based System of Systems engineering tradeoff analytics
Aleksandra Markina-Khusid, Ryan Jacobs, Judith Dahmann

Chapter 7 Taming complexity and risk in Internet of Things (IoT) ecosystem using System Entity Structure (SES) modeling
Saurabh Mittal, Sheila A. Cane, Charles Schmidt, Rick Harris, John Tufarolo

Section 3: Simulation-based CPS Engineering

Chapter 8 Simulation model continuity for efficient development of embedded controllers in cyber-physical systems
Rodrigo Castro, Ezequiel Pecker Marcosig, Juan I. Giribet

Chapter 9 Cyber-physical systems design methodology for the prediction of symptomatic events in chronic diseases
Kevin Henares, Josue Pagan Ortiz, Jose L. Ayala, Marina Zapater, Jose L. Risco Martin

Chapter 10 Model-based engineering with application to autonomy
Rahul Bhadani, Matt Bunting and Jonathan Sprinkle

Section 4: The Cyber Element

Chapter 11 Perspectives on securing cyber physical systems
Zach Furness

Chapter 12 CPS resilience: Frameworks, metrics, complexities, challenges and future directions
Ariful Haque, Sachin Shetty, Bheshaj Krishnappa

Chapter 13 The cyber creation of social structures
Dante Suarez and Loren Demareth

Section 5: Way Forward

Chapter 14 A research agenda for complexity in application of modeling and simulation for cyber physical systems engineering
Andreas Tolk and Saurabh Mittal

Epilogue Cyber Physical Systems – Modeling and Simulation to Balance Enthusiasm and Caution
Kris Rosfjord