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Cyber-Physical Systems: Advances in Design & Modelling

  • Alla G. Kravets
  • Alexander A. Bolshakov
  • Maxim V. Shcherbakov
Book

Part of the Studies in Systems, Decision and Control book series (SSDC, volume 259)

Table of contents

  1. Front Matter
    Pages i-ix
  2. Cyber-Physical Systems Design

    1. Front Matter
      Pages 1-1
    2. Vadim Shakhnov, Elena Rezchikova, Lyudmila Zinchenko, Natalia Sergeeva
      Pages 3-11
    3. Mikhail Stepanov, Vyacheslav Musatov, Igor Egorov, Svetlana Pchelintzeva, Andrey Stepanov
      Pages 13-24
    4. Anna Matokhina, Stanislav Dragunov, Svetlana Popova, Alla G. Kravets
      Pages 25-42
    5. Sergey S. Vasiliev, Dmitriy M. Korobkin, Alla G. Kravets, Sergey A. Fomenkov, Sergey G. Kolesnikov
      Pages 55-68
    6. Alexander Bazhanov, Roman Vashchenko, Vasily Rubanov, Olga Bazhanova
      Pages 93-107
    7. A. B. Kapranova, A. E. Lebedev, A. M. Melzer, S. V. Neklyudov
      Pages 109-119
  3. Cyber-Physical Systems Modeling

    1. Front Matter
      Pages 135-135
    2. Anatoly Karpenko, Taleh Agasiev, Maksim Sakharov
      Pages 137-151
    3. Alexander Andryushin, Ivan Shcherbatov, Nina Dolbikova, Anna Kuznetsova, Grigory Tsurikov
      Pages 193-203
    4. Tatiana Shulga, Alexander Sytnik, Nikita Danilov, Denis Palashevskii
      Pages 205-216
    5. I. V. Germashev, M. A. Kharitonov, E. V. Derbisher, V. E. Derbisher
      Pages 217-227
    6. T. B. Chistyakova, F. Kleinert, M. A. Teterin
      Pages 229-236
  4. Cyber-Physical Systems and Digital Twins

    1. Front Matter
      Pages 251-251
    2. Maxim V. Shcherbakov, Artem V. Glotov, Sergey V. Cheremisinov
      Pages 263-278
    3. Valeriy Meshalkin, Andrey Puchkov, Maksim Dli, Yekaterina Lobaneva
      Pages 291-300
    4. Andrey Prokopev, Zhasurbek Nabizhanov, Vladimir Ivanchura, Rurik Emelyanov
      Pages 313-323
    5. Igor D. Kazakov, Nataliya L. Shcherbakova, Adriaan Brebels, Maxim V. Shcherbakov
      Pages 325-335

About this book

Introduction

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.

Keywords

Cyber-Physical Systems Digital Design Modeling Simulation Digital Twins

Editors and affiliations

  1. 1.Volgograd State Technical UniversityVolgogradRussia
  2. 2.Peter the Great St. Petersburg Polytechnic UniversitySt. PetersburgRussia
  3. 3.Volgograd State Technical UniversityVolgogradRussia

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-32579-4
  • Copyright Information Springer Nature Switzerland AG 2020
  • Publisher Name Springer, Cham
  • eBook Packages Engineering
  • Print ISBN 978-3-030-32578-7
  • Online ISBN 978-3-030-32579-4
  • Series Print ISSN 2198-4182
  • Series Online ISSN 2198-4190
  • Buy this book on publisher's site
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