Cyber Physical Systems Modelling And Intelligent Control

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Cyber-Physical Systems: Modelling and Intelligent Control

Alla G. Kravets,Alexander A. Bolshakov,Maxim Shcherbakov
Cyber Physical Systems Modelling and Intelligent Control Book PDF

Author : Alla G. Kravets,Alexander A. Bolshakov,Maxim Shcherbakov
Publisher : Springer Nature
Page : 358 pages
File Size : 45,7 Mb
Release : 2021-05-13
Category : Technology & Engineering
ISBN : 9783030660772

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Cyber-Physical Systems: Modelling and Intelligent Control by Alla G. Kravets,Alexander A. Bolshakov,Maxim Shcherbakov Pdf

This book highlights original approaches of modelling and intelligent control of cyber-physical systems covering both theoretical and practical aspects. The novel contribution of the book covers the transformation of scientific research and their results into applications for cyber-physical systems design and operation during the whole life cycle in different domains. Given its scope, the book offers an excellent reference book for researchers and other readers in the fields of cyber-physical systems modelling and intelligent control, space exploration and practical implementation of cyber-physical systems. The book also benefits researchers and practitioners in artificial intelligence and machine learning, as described results can be applied in cyber-physical systems design and cost-effectively maintenance. The target audience of this book also includes practitioners and experts, as well as state authorities and representatives of international organizations interested in creating mechanisms for implementing Cyber-Physical Systems projects.

Cyber-Physical Systems: Modelling and Industrial Application

Alla G. Kravets,Alexander A. Bolshakov,Maxim Shcherbakov
Cyber Physical Systems Modelling and Industrial Application Book PDF

Author : Alla G. Kravets,Alexander A. Bolshakov,Maxim Shcherbakov
Publisher : Springer Nature
Page : 338 pages
File Size : 55,8 Mb
Release : 2022-03-26
Category : Technology & Engineering
ISBN : 9783030951207

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Cyber-Physical Systems: Modelling and Industrial Application by Alla G. Kravets,Alexander A. Bolshakov,Maxim Shcherbakov Pdf

This book discusses the open questions regarding the modelling of cyber-physical systems and their application in different industries. The industry needs new approaches to improve its competitiveness. The concept of cyber-physical systems supports such changes, with the need to find new modelling tools becoming a key challenge. The book contains five-section covering the following topics: cyber-physical systems modelling, IoT and signal processing, cyber-physical systems intelligent control, cyber-physical systems industrial implementation and the production of the new material for cyber-physical systems. These approaches, on the one hand, should ensure the execution of current business processes, and on the other hand, ensure a quick speed of reactions to changes. The target audience of the book are practitioners, enterprises representatives, scientists, PhD and Master students who perform scientific research on modelling and industrial application of cyber-physical systems.

Cyber-Physical Systems: Modelling and Industrial Application

Alla G. Kravets,Alexander A. Bolshakov,Maxim Shcherbakov
Cyber Physical Systems Modelling and Industrial Application Book PDF

Author : Alla G. Kravets,Alexander A. Bolshakov,Maxim Shcherbakov
Publisher : Springer
Page : 0 pages
File Size : 41,8 Mb
Release : 2023-03-30
Category : Technology & Engineering
ISBN : 3030951227

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Cyber-Physical Systems: Modelling and Industrial Application by Alla G. Kravets,Alexander A. Bolshakov,Maxim Shcherbakov Pdf

This book discusses the open questions regarding the modelling of cyber-physical systems and their application in different industries. The industry needs new approaches to improve its competitiveness. The concept of cyber-physical systems supports such changes, with the need to find new modelling tools becoming a key challenge. The book contains five-section covering the following topics: cyber-physical systems modelling, IoT and signal processing, cyber-physical systems intelligent control, cyber-physical systems industrial implementation and the production of the new material for cyber-physical systems. These approaches, on the one hand, should ensure the execution of current business processes, and on the other hand, ensure a quick speed of reactions to changes. The target audience of the book are practitioners, enterprises representatives, scientists, PhD and Master students who perform scientific research on modelling and industrial application of cyber-physical systems.

Cyber-Physical Systems: Intelligent Models and Algorithms

Alla G. Kravets,Alexander A. Bolshakov,Maxim Shcherbakov
Cyber Physical Systems Intelligent Models and Algorithms Book PDF

Author : Alla G. Kravets,Alexander A. Bolshakov,Maxim Shcherbakov
Publisher : Springer Nature
Page : 277 pages
File Size : 48,7 Mb
Release : 2022-03-29
Category : Technology & Engineering
ISBN : 9783030951160

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Cyber-Physical Systems: Intelligent Models and Algorithms by Alla G. Kravets,Alexander A. Bolshakov,Maxim Shcherbakov Pdf

This book is devoted to intelligent models and algorithms as the core components of cyber-physical systems. The complexity of cyber-physical systems developing and deploying requires new approaches to its modelling and design. Presents results in the field of modelling technologies that leverage the exploitation of artificial intelligence, including artificial general intelligence (AGI) and weak artificial intelligence. Provides scientific, practical, and methodological approaches based on bio-inspired methods, fuzzy models and algorithms, predictive modelling, computer vision and image processing. The target audience of the book are practitioners, enterprises representatives, scientists, PhD and Master students who perform scientific research or applications of intelligent models and algorithms in cyber-physical systems for various domains.

Cyber-Physical Systems: A Model-Based Approach

Walid M. Taha,Abd-Elhamid M. Taha,Johan Thunberg
Cyber Physical Systems A Model Based Approach Book PDF

Author : Walid M. Taha,Abd-Elhamid M. Taha,Johan Thunberg
Publisher : Springer Nature
Page : 205 pages
File Size : 45,6 Mb
Release : 2020-09-01
Category : Computers
ISBN : 9783030360719

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Cyber-Physical Systems: A Model-Based Approach by Walid M. Taha,Abd-Elhamid M. Taha,Johan Thunberg Pdf

In this concise yet comprehensive Open Access textbook, future inventors are introduced to the key concepts of Cyber-Physical Systems (CPS). Using modeling as a way to develop deeper understanding of the computational and physical components of these systems, one can express new designs in a way that facilitates their simulation, visualization, and analysis. Concepts are introduced in a cross-disciplinary way. Leveraging hybrid (continuous/discrete) systems as a unifying framework and Acumen as a modeling environment, the book bridges the conceptual gap in modeling skills needed for physical systems on the one hand and computational systems on the other. In doing so, the book gives the reader the modeling and design skills they need to build smart, IT-enabled products. Starting with a look at various examples and characteristics of Cyber-Physical Systems, the book progresses to explain how the area brings together several previously distinct ones such as Embedded Systems, Control Theory, and Mechatronics. Featuring a simulation-based project that focuses on a robotics problem (how to design a robot that can play ping-pong) as a useful example of a CPS domain, Cyber-Physical Systems: A Model-Based Approach demonstrates the intimate coupling between cyber and physical components, and how designing robots reveals several non-trivial control problems, significant embedded and real-time computation requirements, and a need to consider issues of communication and preconceptions.

Cyber-Physical Systems and Control

Dmitry G. Arseniev,Ludger Overmeyer,Heikki Kälviäinen,Branko Katalinić
Cyber Physical Systems and Control Book PDF

Author : Dmitry G. Arseniev,Ludger Overmeyer,Heikki Kälviäinen,Branko Katalinić
Publisher : Springer Nature
Page : 778 pages
File Size : 46,5 Mb
Release : 2019-11-29
Category : Science
ISBN : 9783030349837

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Cyber-Physical Systems and Control by Dmitry G. Arseniev,Ludger Overmeyer,Heikki Kälviäinen,Branko Katalinić Pdf

This book presents the proceedings of the International Conference on Cyber-Physical Systems and Control (CPS&C'2019), held in Peter the Great St. Petersburg Polytechnic University, which is celebrating its 120th anniversary in 2019. The CPS&C'2019 was dedicated to the 35th anniversary of the partnership between Peter the Great St. Petersburg Polytechnic University and Leibniz University of Hannover. Cyber-physical systems (CPSs) are a new generation of control systems and techniques that help promote prospective interdisciplinary research. A wide range of theories and methodologies are currently being investigated and developed in this area to tackle various complex and challenging problems. Accordingly, CPSs represent a scientific and engineering discipline that is set to make an impact on future systems of industrial and social scale that are characterized by the deep integration of real-time processing, sensing, and actuation into logical and physical heterogeneous domains. The CPS&C'2019 brought together researchers and practitioners from all over the world and to discuss cross-cutting fundamental scientific and engineering principles that underline the integration of cyber and physical elements across all application fields. The participants represented research institutions and universities from Austria, Belgium, Bulgaria, China, Finland, Germany, the Netherlands, Russia, Syria, Ukraine, the USA, and Vietnam. These proceedings include 75 papers arranged into five sections, namely keynote papers, fundamentals, applications, technologies, and education and social aspects.

Complexity Challenges in Cyber Physical Systems

Saurabh Mittal,Andreas Tolk
Complexity Challenges in Cyber Physical Systems Book PDF

Author : Saurabh Mittal,Andreas Tolk
Publisher : John Wiley & Sons
Page : 373 pages
File Size : 52,9 Mb
Release : 2020-01-09
Category : Technology & Engineering
ISBN : 9781119552499

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Complexity Challenges in Cyber Physical Systems by Saurabh Mittal,Andreas Tolk Pdf

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.

Modeling, Identification, and Control for Cyber- Physical Systems Towards Industry 4.0

Paolo Mercorelli,Weicun Zhang,Hamidreza Nemati,YuMing Zhang
Modeling Identification and Control for Cyber Physical Systems Towards Industry 4 0 Book PDF

Author : Paolo Mercorelli,Weicun Zhang,Hamidreza Nemati,YuMing Zhang
Publisher : Elsevier
Page : 486 pages
File Size : 54,5 Mb
Release : 2024-01-19
Category : Technology & Engineering
ISBN : 9780323952088

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Modeling, Identification, and Control for Cyber- Physical Systems Towards Industry 4.0 by Paolo Mercorelli,Weicun Zhang,Hamidreza Nemati,YuMing Zhang Pdf

Modeling, Identification, and Control for Cyber-Physical Systems Towards Industry 4.0 studies and analyzes the role of algorithms in identifying and controlling such a system towards Industry 4.0, which is the digital transformation of manufacturing and related industries and value creation processes. This book focuses on the conception and implementation of intelligent algorithms. It will help readers who work on sensors, virtual sensors, actuators and virtual actuators embedded systems, network infrastructures, servers with computing and storage capacity, autonomous computing software, real-time data processing, and database graphical user interfaces wireless networking technologies. Cyber-Physical Systems are network components that coordinate physical actions with each other. These autonomous systems perceive their surroundings using virtual sensors and actively influence them via virtual actuators. Adaptable and continuously evolving, these systems free up skilled workers to perform complex tasks, avoiding productivity loss and re-work. Provides the new and cutting-edge research and development and a series of guidance procedures for potential applications from academic research to industrial R&D Focuses on the conception and implementation of intelligent algorithms Covers a wide spectrum of topics, including sensors, virtual sensors, actuators and virtual actuators embedded systems, network infrastructures, servers with computing and storage capacity, autonomous computing software, real-time data processing, and database graphical user interfaces wireless networking technologies

Cyber Physical Systems Approach to Smart Electric Power Grid

Siddhartha Kumar Khaitan,James D. McCalley,Chen Ching Liu
Cyber Physical Systems Approach to Smart Electric Power Grid Book PDF

Author : Siddhartha Kumar Khaitan,James D. McCalley,Chen Ching Liu
Publisher : Springer
Page : 385 pages
File Size : 47,6 Mb
Release : 2015-01-02
Category : Technology & Engineering
ISBN : 9783662459287

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Cyber Physical Systems Approach to Smart Electric Power Grid by Siddhartha Kumar Khaitan,James D. McCalley,Chen Ching Liu Pdf

This book documents recent advances in the field of modeling, simulation, control, security and reliability of Cyber- Physical Systems (CPS) in power grids. The aim of this book is to help the reader gain insights into working of CPSs and understand their potential in transforming the power grids of tomorrow. This book will be useful for all those who are interested in design of cyber-physical systems, be they students or researchers in power systems, CPS modeling software developers, technical marketing professionals and business policy-makers.

Cyber-Physical Systems: Advances in Design & Modelling

Alla G. Kravets,Alexander A. Bolshakov,Maxim V. Shcherbakov
Cyber Physical Systems Advances in Design Modelling Book PDF

Author : Alla G. Kravets,Alexander A. Bolshakov,Maxim V. Shcherbakov
Publisher : Springer Nature
Page : 340 pages
File Size : 49,5 Mb
Release : 2019-11-25
Category : Technology & Engineering
ISBN : 9783030325794

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Cyber-Physical Systems: Advances in Design & Modelling by Alla G. Kravets,Alexander A. Bolshakov,Maxim V. Shcherbakov Pdf

This book presents new findings on cyber-physical systems design and modelling approaches based on AI and data-driven techniques, identifying the key industrial challenges and the main features of design and modelling processes. To enhance the efficiency of the design process, it proposes new approaches based on the concept of digital twins. Further, it substantiates the scientific, practical, and methodological approaches to modelling and simulating of cyber-physical systems. Exploring digital twins of cyber-physical systems as well as of production systems, it proposes combining both mathematical models and data processing techniques as advanced methods for cyber-physical system design and modelling. Moreover, it presents the implementation of the developed prototypes, including testing in real industries, which have collected and analyzed big data and proved their effectiveness. The book is intended for practitioners, enterprise representatives, scientists, and Ph.D. and master’s students interested in the research and applications of cyber-physical systems in different domains.

Cyber-Physical Systems

Houbing Song,Danda B Rawat,Sabina Jeschke,Christian Brecher
Cyber Physical Systems Book PDF

Author : Houbing Song,Danda B Rawat,Sabina Jeschke,Christian Brecher
Publisher : Morgan Kaufmann
Page : 514 pages
File Size : 50,5 Mb
Release : 2016-08-27
Category : Computers
ISBN : 9780128038741

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Cyber-Physical Systems by Houbing Song,Danda B Rawat,Sabina Jeschke,Christian Brecher Pdf

Cyber-Physical Systems: Foundations, Principles and Applications explores the core system science perspective needed to design and build complex cyber-physical systems. Using Systems Science’s underlying theories, such as probability theory, decision theory, game theory, organizational sociology, behavioral economics, and cognitive psychology, the book addresses foundational issues central across CPS applications, including System Design -- How to design CPS to be safe, secure, and resilient in rapidly evolving environments, System Verification -- How to develop effective metrics and methods to verify and certify large and complex CPS, Real-time Control and Adaptation -- How to achieve real-time dynamic control and behavior adaptation in a diverse environments, such as clouds and in network-challenged spaces, Manufacturing -- How to harness communication, computation, and control for developing new products, reducing product concepts to realizable designs, and producing integrated software-hardware systems at a pace far exceeding today's timeline. The book is part of the Intelligent Data-Centric Systems: Sensor-Collected Intelligence series edited by Fatos Xhafa, Technical University of Catalonia. Indexing: The books of this series are submitted to EI-Compendex and SCOPUS Includes in-depth coverage of the latest models and theories that unify perspectives, expressing the interacting dynamics of the computational and physical components of a system in a dynamic environment Focuses on new design, analysis, and verification tools that embody the scientific principles of CPS and incorporate measurement, dynamics, and control Covers applications in numerous sectors, including agriculture, energy, transportation, building design and automation, healthcare, and manufacturing

Cyber-Physical Systems Engineering and Control

Alla G. Kravets,Alexander A. Bolshakov,Maxim V. Shcherbakov
Cyber Physical Systems Engineering and Control Book PDF

Author : Alla G. Kravets,Alexander A. Bolshakov,Maxim V. Shcherbakov
Publisher : Springer Nature
Page : 288 pages
File Size : 45,7 Mb
Release : 2023-07-31
Category : Technology & Engineering
ISBN : 9783031331596

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Cyber-Physical Systems Engineering and Control by Alla G. Kravets,Alexander A. Bolshakov,Maxim V. Shcherbakov Pdf

This book is devoted to the study of engineering and control technologies for the cyber-physical systems development. This book defines the approaches in the engineering leverage the exploitation of artificial intelligence and most urgent computing methods. The authors study the activities allows for the developing new and perspective concepts of robotics systems combining various machine learning methods, uncertainty explanation approaches, computer vision and unmanned aerial systems control technologies including artificial neural networks and simulation modeling by addressing a large scale of applications. The book also describes new materials engineering as well as implementation of these technologies in the different domains such as polymeric film production, polymer composition, and roller squeezing of leather, in order to realize the novel cyber-physical systems, their functionalities, and features. The authors describe the development of method for increasing the software efficiency, considering the increasing complexity of the computing systems and the importance of ensuring accuracy and velocity of modelling. The book also analyses algorithms for fuzzy models and systems, including the cyber-physical real-time systems, and non-stationary object with discrete time. The authors highlight the problem of ensuring the quality on engineering technologies for cyber-physical systems as the most important and consider different approaches to its solution.

Cyber-Physical Systems

Raj Rajkumar,Dionisio de Niz,Mark Klein
Cyber Physical Systems Book PDF

Author : Raj Rajkumar,Dionisio de Niz,Mark Klein
Publisher : Addison-Wesley Professional
Page : 507 pages
File Size : 40,7 Mb
Release : 2016-12-23
Category : Computers
ISBN : 9780133416152

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Cyber-Physical Systems by Raj Rajkumar,Dionisio de Niz,Mark Klein Pdf

Learn the State of the Art in Embedded Systems and Embrace the Internet of Things The next generation of mission-critical and embedded systems will be “cyber physical”: They will demand the precisely synchronized and seamless integration of complex sets of computational algorithms and physical components. Cyber-Physical Systems is the definitive guide to building cyber-physical systems (CPS) for a wide spectrum of engineering and computing applications. Three pioneering experts have brought together the field’s most significant work in one volume that will be indispensable for all practitioners, researchers, and advanced students. This guide addresses CPS from multiple perspectives, drawing on extensive contributions from leading researchers. The authors and contributors review key CPS challenges and innovations in multiple application domains. Next, they describe the technical foundations underlying modern CPS solutions—both what we know and what we still need to learn. Throughout, the authors offer guiding principles for every facet of CPS development, from design and analysis to planning future innovations. Comprehensive coverage includes Understanding CPS drivers, challenges, foundations, and emerging directions Building life-critical, context-aware, networked systems of medical devices Creating energy grid systems that reduce costs and fully integrate renewable energy sources Modeling complex interactions across cyber and physical domains Synthesizing algorithms to enforce CPS control Addressing space, time, energy, and reliability issues in CPS sensor networks Applying advanced approaches to real-time scheduling Securing CPS: preventing “man-in-the-middle” and other attacks Ensuring logical correctness and simplifying verification Enforcing synchronized communication between distributed agents Using model-integration languages to define formal semantics for CPS models Register your product at informit.com/register for convenient access to downloads, updates, and corrections as they become available.

Cyber-Physical Systems: Industry 4.0 Challenges

Alla G. Kravets,Alexander A. Bolshakov,Maxim V. Shcherbakov
Cyber Physical Systems Industry 4 0 Challenges Book PDF

Author : Alla G. Kravets,Alexander A. Bolshakov,Maxim V. Shcherbakov
Publisher : Springer Nature
Page : 340 pages
File Size : 51,5 Mb
Release : 2019-11-01
Category : Technology & Engineering
ISBN : 9783030326487

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Cyber-Physical Systems: Industry 4.0 Challenges by Alla G. Kravets,Alexander A. Bolshakov,Maxim V. Shcherbakov Pdf

This book presents new findings in industrial cyber-physical system design and control for various domains, as well as their social and economic impacts on society. Industry 4.0 requires new approaches in the context of secure connections, control, and maintenance of cyber-physical systems as well as enhancing their interaction with humans. The book focuses on open issues of cyber-physical system control and its usage, discussing implemented breakthrough systems, models, programs, and methods that could be used in industrial processes for the control, condition assessment, diagnostics, prognostication, and proactive maintenance of cyber-physical systems. Further, it addresses the topic of ensuring the cybersecurity of industrial cyber-physical systems and proposes new, reliable solutions. The authors also examine the impact of university courses on the performance of industrial complexes, and the organization of education for the development of cyber-physical systems. The book is intended for practitioners, enterprise representatives, scientists, students, and Ph.D. and master’s students conducting research in the area of cyber-physical system development and implementation in various domains.

Cyber-Physical Distributed Systems

Huadong Mo,Giovanni Sansavini,Min Xie
Cyber Physical Distributed Systems Book PDF

Author : Huadong Mo,Giovanni Sansavini,Min Xie
Publisher : John Wiley & Sons
Page : 228 pages
File Size : 45,5 Mb
Release : 2021-08-23
Category : Technology & Engineering
ISBN : 9781119682677

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Cyber-Physical Distributed Systems by Huadong Mo,Giovanni Sansavini,Min Xie Pdf

CYBER-PHYSICAL DISTRIBUTED SYSTEMS Gather detailed knowledge and insights into cyber-physical systems behaviors from a cutting-edge reference written by leading voices in the field In Cyber-Physical Distributed Systems: Modeling, Reliability Analysis and Applications, distinguished researchers and authors Drs. Huadong Mo, Giovanni Sansavini, and Min Xie deliver a detailed exploration of the modeling and reliability analysis of cyber physical systems through applications in infrastructure and energy and power systems. The book focuses on the integrated modeling of systems that bring together physical and cyber elements and analyzing their stochastic behaviors and reliability with a view to controlling and managing them. The book offers a comprehensive treatment on the aging process and corresponding online maintenance, network degradation, and cyber-attacks occurring in cyber-physical systems. The authors include many illustrative examples and case studies based on real-world systems and offer readers a rich set of references for further research and study. Cyber-Physical Distributed Systems covers recent advances in combinatorial models and algorithms for cyber-physical systems modeling and analysis. The book also includes: A general introduction to traditional physical/cyber systems, and the challenges, research trends, and opportunities for real cyber-physical systems applications that general readers will find interesting and useful Discussions of general modeling, assessment, verification, and optimization of industrial cyber-physical systems Explorations of stability analysis and enhancement of cyber-physical systems, including the integration of physical systems and open communication networks A detailed treatment of a system-of-systems framework for the reliability analysis and optimal maintenance of distributed systems with aging components Perfect for undergraduate and graduate students in computer science, electrical engineering, cyber security, industrial and system engineering departments, Cyber-Physical Distributed Systems will also earn a place on the bookshelves of students taking courses related to reliability, risk and control engineering from a system perspective. Reliability, safety and industrial control professionals will also benefit greatly from this book.