Cyber Physical Systems Advances In Design Modelling

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Cyber-Physical Systems: Advances in Design & Modelling

Author : Alla G. Kravets
Publisher : Springer Nature
ISBN 13 : 3030325792
Total Pages : 340 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Cyber-Physical Systems: Advances in Design & Modelling by : Alla G. Kravets

Download or read book Cyber-Physical Systems: Advances in Design & Modelling written by Alla G. Kravets and published by Springer Nature. This book was released on 2019-11-25 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Formal Modeling and Verification of Cyber-Physical Systems

Author : Rolf Drechsler
Publisher : Springer
ISBN 13 : 3658099941
Total Pages : 313 pages
Book Rating : 4.6/5 (58 download)

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Book Synopsis Formal Modeling and Verification of Cyber-Physical Systems by : Rolf Drechsler

Download or read book Formal Modeling and Verification of Cyber-Physical Systems written by Rolf Drechsler and published by Springer. This book was released on 2015-06-05 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the lecture notes of the 1st Summer School on Methods and Tools for the Design of Digital Systems, 2015, held in Bremen, Germany. The topic of the summer school was devoted to modeling and verification of cyber-physical systems. This covers several aspects of the field, including hybrid systems and model checking, as well as applications in robotics and aerospace systems. The main chapters have been written by leading scientists, who present their field of research, each providing references to introductory material as well as latest scientific advances and future research directions. This is complemented by short papers submitted by the participating PhD students.

Design, Applications, and Maintenance of Cyber-Physical Systems

Author : Rea, Pierluigi
Publisher : IGI Global
ISBN 13 : 1799867234
Total Pages : 314 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Design, Applications, and Maintenance of Cyber-Physical Systems by : Rea, Pierluigi

Download or read book Design, Applications, and Maintenance of Cyber-Physical Systems written by Rea, Pierluigi and published by IGI Global. This book was released on 2021-06-25 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cyber-physical systems (CPS) can be defined as systems in which physical objects are represented in the digital world and integrated with computation, storage, and communication capabilities and are connected to each other in a network. The goal in the use of the CPS is integrating the dynamics of the physical processes with those of the software and networking, providing abstractions and modelling, design, and analysis techniques for the integrated whole. The notion of CPS is linked to concepts of robotics and sensor networks with intelligent systems proper of computational intelligence leading the pathway. Recent advances in science and engineering improve the link between computational and physical elements by means of intelligent systems, increasing the adaptability, autonomy, efficiency, functionality, reliability, safety, and usability of cyber-physical systems. The potential of cyber-physical systems will spread to several directions, including but not limited to intervention, precision manufacturing, operations in dangerous or inaccessible environments, coordination, efficiency, Maintenance 4.0, and augmentation of human capabilities. Design, Applications, and Maintenance of Cyber-Physical Systems gives insights about CPS as tools for integrating the dynamics of the physical processes with those of software and networking, providing abstractions and modelling, design, and analysis techniques for their smart manufacturing interoperation. The book will have an impact upon the research on robotics, mechatronics, integrated intelligent multibody systems, Industry 4.0, production systems management and maintenance, decision support systems, and Maintenance 4.0. The chapters discuss not only the technologies involved in CPS but also insights into how they are used in various industries. This book is ideal for engineers, practitioners, researchers, academicians, and students who are interested in a deeper understanding of cyber-physical systems (CPS), their design, application, and maintenance, with a special focus on modern technologies in Industry 4.0 and Maintenance 4.0.

Methods and Tools for Efficient Model-Based Development of Cyber-Physical Systems with Emphasis on Model and Tool Integration

Author : Alachew Mengist
Publisher : Linköping University Electronic Press
ISBN 13 : 9176850366
Total Pages : 95 pages
Book Rating : 4.1/5 (768 download)

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Book Synopsis Methods and Tools for Efficient Model-Based Development of Cyber-Physical Systems with Emphasis on Model and Tool Integration by : Alachew Mengist

Download or read book Methods and Tools for Efficient Model-Based Development of Cyber-Physical Systems with Emphasis on Model and Tool Integration written by Alachew Mengist and published by Linköping University Electronic Press. This book was released on 2019-08-21 with total page 95 pages. Available in PDF, EPUB and Kindle. Book excerpt: Model-based tools and methods are playing important roles in the design and analysis of cyber-physical systems before building and testing physical prototypes. The development of increasingly complex CPSs requires the use of multiple tools for different phases of the development lifecycle, which in turn depends on the ability of the supporting tools to interoperate. However, currently no vendor provides comprehensive end-to-end systems engineering tool support across the entire product lifecycle, and no mature solution currently exists for integrating different system modeling and simulation languages, tools and algorithms in the CPSs design process. Thus, modeling and simulation tools are still used separately in industry. The unique challenges in integration of CPSs are a result of the increasing heterogeneity of components and their interactions, increasing size of systems, and essential design requirements from various stakeholders. The corresponding system development involves several specialists in different domains, often using different modeling languages and tools. In order to address the challenges of CPSs and facilitate design of system architecture and design integration of different models, significant progress needs to be made towards model-based integration of multiple design tools, languages, and algorithms into a single integrated modeling and simulation environment. In this thesis we present the need for methods and tools with the aim of developing techniques for numerically stable co-simulation, advanced simulation model analysis, simulation-based optimization, and traceability capability, and making them more accessible to the model-based cyber physical product development process, leading to more efficient simulation. In particular, the contributions of this thesis are as follows: 1) development of a model-based dynamic optimization approach by integrating optimization into the model development process; 2) development of a graphical co-modeling editor and co-simulation framework for modeling, connecting, and unified system simulation of several different modeling tools using the TLM technique; 3) development of a tool-supported method for multidisciplinary collaborative modeling and traceability support throughout the development process for CPSs; 4) development of an advanced simulation modeling analysis tool for more efficient simulation.

Cyber Physical Systems. Design, Modeling, and Evaluation

Author : Christian Berger
Publisher : Springer
ISBN 13 : 3319517384
Total Pages : 127 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Cyber Physical Systems. Design, Modeling, and Evaluation by : Christian Berger

Download or read book Cyber Physical Systems. Design, Modeling, and Evaluation written by Christian Berger and published by Springer. This book was released on 2017-01-11 with total page 127 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 6th International Workshopon Design, Modeling, and Evaluation of Cyber Physical Systems, CyPhy2016, held in conjunction with ESWeek 2016, in Pittsburgh, PA, USA, inOctober 2016. The 9 papers presented in this volume were carefully reviewed and selected from 14 submissions. They broadly interpret, from a diverse set of disciplines, the modeling, simulation, and evaluation of cyber-physical systems with a particular focus on techniques and components to enable and support virtual prototyping and testing.

Complexity Challenges in Cyber Physical Systems

Author : Saurabh Mittal
Publisher : John Wiley & Sons
ISBN 13 : 1119552494
Total Pages : 373 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis Complexity Challenges in Cyber Physical Systems by : Saurabh Mittal

Download or read book Complexity Challenges in Cyber Physical Systems written by Saurabh Mittal and published by John Wiley & Sons. This book was released on 2020-01-09 with total page 373 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Multi-Paradigm Modelling Approaches for Cyber-Physical Systems

Author : Bedir Tekinerdogan
Publisher : Academic Press
ISBN 13 : 0128191066
Total Pages : 316 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Multi-Paradigm Modelling Approaches for Cyber-Physical Systems by : Bedir Tekinerdogan

Download or read book Multi-Paradigm Modelling Approaches for Cyber-Physical Systems written by Bedir Tekinerdogan and published by Academic Press. This book was released on 2020-11-20 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multi-Paradigm Modelling for Cyber-Physical Systems explores modeling and analysis as crucial activities in the development of Cyber-Physical Systems, which are inherently cross-disciplinary in nature and require distinct modeling techniques related to different disciplines, as well as a common background knowledge. This book will serve as a reference for anyone starting in the field of CPS who needs a solid foundation of modeling, including a comprehensive introduction to existing techniques and a clear explanation of their advantages and limitations. This book is aimed at both researchers and practitioners who are interested in various modeling paradigms across computer science and engineering. Identifies key problems and offers solution approaches as well as tools which have been developed or are necessary for modeling paradigms across cyber physical systems Explores basic theory and current research topics, related challenges, and research directions for multi-paradigm modeling Provides a complete, conceptual overview and framework of the research done by the MPM4CPS working groups and the different types of modeling paradigms developed

Cyber-Physical Systems: Modelling and Industrial Application

Author : Alla G. Kravets
Publisher : Springer Nature
ISBN 13 : 3030951200
Total Pages : 338 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Cyber-Physical Systems: Modelling and Industrial Application by : Alla G. Kravets

Download or read book Cyber-Physical Systems: Modelling and Industrial Application written by Alla G. Kravets and published by Springer Nature. This book was released on 2022-03-26 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 Intelligent Control

Author : Alla G. Kravets
Publisher : Springer Nature
ISBN 13 : 303066077X
Total Pages : 358 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Cyber-Physical Systems: Modelling and Intelligent Control by : Alla G. Kravets

Download or read book Cyber-Physical Systems: Modelling and Intelligent Control written by Alla G. Kravets and published by Springer Nature. This book was released on 2021-05-13 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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: Design and Application for Industry 4.0

Author : Alla G. Kravets
Publisher : Springer Nature
ISBN 13 : 3030660818
Total Pages : 440 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Cyber-Physical Systems: Design and Application for Industry 4.0 by : Alla G. Kravets

Download or read book Cyber-Physical Systems: Design and Application for Industry 4.0 written by Alla G. Kravets and published by Springer Nature. This book was released on 2021-03-25 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book consists of chapters dedicated to the questions of cyber-physical system design and its usage for the chemical industry and new material design. Also, the contribution of the book covers scientific research and their results for cyber-physical systems design and application in the energy domain and solutions regarding engineering education for cyber-physical systems design. The book offers unique content for researchers and practitioners who are looking for new knowledge and skills in the framework of Industry 4.0 solutions. The book also benefits researchers and practitioners in chemistry and new material design and manufacturing to understand how cyber-physical systems can be applied to increase efficiency and performance. The target audience of the book are practitioners, enterprises representatives, scientists, Ph.D. and master students who perform scientific research or applications of cyber-physical systems in the concept of Industry 4.0.

Cyber Physical Systems Approach to Smart Electric Power Grid

Author : Siddhartha Kumar Khaitan
Publisher : Springer
ISBN 13 : 3662459280
Total Pages : 385 pages
Book Rating : 4.6/5 (624 download)

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Book Synopsis Cyber Physical Systems Approach to Smart Electric Power Grid by : Siddhartha Kumar Khaitan

Download or read book Cyber Physical Systems Approach to Smart Electric Power Grid written by Siddhartha Kumar Khaitan and published by Springer. This book was released on 2015-01-02 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Collaborative Design for Embedded Systems

Author : John Fitzgerald
Publisher : Springer Science & Business
ISBN 13 : 3642541186
Total Pages : 385 pages
Book Rating : 4.6/5 (425 download)

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Book Synopsis Collaborative Design for Embedded Systems by : John Fitzgerald

Download or read book Collaborative Design for Embedded Systems written by John Fitzgerald and published by Springer Science & Business. This book was released on 2014-04-23 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: One of the most significant challenges in the development of embedded and cyber-physical systems is the gap between the disciplines of software and control engineering. In a marketplace, where rapid innovation is essential, engineers from both disciplines need to be able to explore system designs collaboratively, allocating responsibilities to software and physical elements, and analyzing trade-offs between them. To this end, this book presents a framework that allows the very different kinds of design models – discrete-event (DE) models of software and continuous time (CT) models of the physical environment – to be analyzed and simulated jointly, based on common scenarios. The individual chapters provide introductions to both sides of this co-simulation technology, and give a step-by-step guide to the methodology for designing and analyzing co-models. They are grouped into three parts: Part I introduces the technical basis for collaborative modeling and simulation with the Crescendo technology. Part II continues with different methodological guidelines for creating co-models and analyzing them in different ways using case studies. Part III then delves into more advanced topics and looks into the potential future of this technology in the area of cyber-physical systems. Finally various appendices provide summaries of the VDM and 20-sim technologies, a number of valuable design patterns applicable for co-models, and an acronym list along with indices and references to other literature. By combining descriptions of the underlying theory with records of real engineers’ experience in using the framework on a series of case studies the book appeals to scientists and practitioners alike. It is complemented by tools, examples, videos, and other material on www.crescendotool.org. Scientists/researchers and graduate students working in embedded and cyber-physical systems will learn the semantic foundations for collaborative modeling and simulation, as well as the current capabilities and limitations of methods and tools in this field. Practitioners will be able to develop an appreciation of the capabilities of the co-modeling techniques, to assess the benefits of more collaborative approaches to modeling and simulation, and will benefit from the included guidelines and modeling patterns.

Cyber Physical Systems. Model-Based Design

Author : Roger Chamberlain
Publisher : Springer Nature
ISBN 13 : 3030411311
Total Pages : 289 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Cyber Physical Systems. Model-Based Design by : Roger Chamberlain

Download or read book Cyber Physical Systems. Model-Based Design written by Roger Chamberlain and published by Springer Nature. This book was released on 2020-02-17 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 9th International Workshop on Model-Based Design of Cyber Physical Systems, CyPhy 2019 and 15th International Workshop on Embedded and Cyber-Physical Systems Education, WESE 2019, held in conjunction with ESWeek 2019, in New York City, NY, USA, in October 2019.The 13 full papers presented together in this volume were carefully reviewed and selected from 24 submissions. The conference presents a wide range of domains including models and design; simulation and tools; formal methods; embedded and cyber-physical systems education.

Cyber Physical Systems. Design, Modeling, and Evaluation

Author : Roger Chamberlain
Publisher : Springer
ISBN 13 : 3030179109
Total Pages : 159 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Cyber Physical Systems. Design, Modeling, and Evaluation by : Roger Chamberlain

Download or read book Cyber Physical Systems. Design, Modeling, and Evaluation written by Roger Chamberlain and published by Springer. This book was released on 2019-04-12 with total page 159 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 7th International Workshop on Design, Modeling, and Evaluation of Cyber Physical Systems, CyPhy2017, held in conjunction with ESWeek 2017, in Seoul, South Korea, in October 2017. The 10 papers presented together with 1 extended and 1 invited abstracts in this volume were carefully reviewed and selected from 16 submissions. The conference presents a wide range of domains including robotics; smart homes, vehicles, and buildings; medical implants; and future-generation sensor networks.

Data-Driven Modeling of Cyber-Physical Systems using Side-Channel Analysis

Author : Sujit Rokka Chhetri
Publisher : Springer Nature
ISBN 13 : 3030379620
Total Pages : 240 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Data-Driven Modeling of Cyber-Physical Systems using Side-Channel Analysis by : Sujit Rokka Chhetri

Download or read book Data-Driven Modeling of Cyber-Physical Systems using Side-Channel Analysis written by Sujit Rokka Chhetri and published by Springer Nature. This book was released on 2020-02-08 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a new perspective on modeling cyber-physical systems (CPS), using a data-driven approach. The authors cover the use of state-of-the-art machine learning and artificial intelligence algorithms for modeling various aspect of the CPS. This book provides insight on how a data-driven modeling approach can be utilized to take advantage of the relation between the cyber and the physical domain of the CPS to aid the first-principle approach in capturing the stochastic phenomena affecting the CPS. The authors provide practical use cases of the data-driven modeling approach for securing the CPS, presenting novel attack models, building and maintaining the digital twin of the physical system. The book also presents novel, data-driven algorithms to handle non- Euclidean data. In summary, this book presents a novel perspective for modeling the CPS.

Cyber-Physical Systems: Intelligent Models and Algorithms

Author : Alla G. Kravets
Publisher : Springer Nature
ISBN 13 : 3030951162
Total Pages : 277 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Cyber-Physical Systems: Intelligent Models and Algorithms by : Alla G. Kravets

Download or read book Cyber-Physical Systems: Intelligent Models and Algorithms written by Alla G. Kravets and published by Springer Nature. This book was released on 2022-03-29 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Design Automation of Cyber-Physical Systems

Author : Mohammad Abdullah Al Faruque
Publisher : Springer
ISBN 13 : 3030130509
Total Pages : 288 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Design Automation of Cyber-Physical Systems by : Mohammad Abdullah Al Faruque

Download or read book Design Automation of Cyber-Physical Systems written by Mohammad Abdullah Al Faruque and published by Springer. This book was released on 2019-05-09 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the state-of-the-art and breakthrough innovations in design automation for cyber-physical systems.The authors discuss various aspects of cyber-physical systems design, including modeling, co-design, optimization, tools, formal methods, validation, verification, and case studies. Coverage includes a survey of the various existing cyber-physical systems functional design methodologies and related tools will provide the reader unique insights into the conceptual design of cyber-physical systems.