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Cyber-Physical Systems

Digital Technologies and Applications

  • Book
  • © 2021

Overview

Editors:
  1. Alla G. Kravets

    1. Volgograd State Technical University, Volgograd, Russia

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  2. Alexander A. Bolshakov

    1. Peter the Great St. Petersburg Polytechn University, St. Petersburg, Russia

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  3. Maxim V. Shcherbakov

    1. Volgograd State Technical University, Volgograd, Russia

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  • Dwells with cyber-physical systems’ progress and defines digital tools eventually broaden the scope of application domains of such systems
  • Substantiates the scientific, practical, and methodological approaches to the digital technologies application in cyber-physical systems, including Digital Twins, Computer Linguistic and Computer Vision paradigms, implementations of IoT, and Intelligent Cybersecurity solutions
  • Includes analyzed and improved existing approaches to solving problems and demonstrated new ways by showing their perspective view on the subject matter
  • Determines key predictable challenges and the main features of complex processes

Part of the book series: Studies in Systems, Decision and Control (SSDC, volume 350)

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Table of contents (31 chapters)

  1. Front Matter

    Pages i-x
    Download chapter PDF

  2. Cyber-Physical Systems and Digital Twins

    1. Front Matter

      Pages 1-1
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    2. A Generalized Stacking for Implementing Ensembles of Gradient Boosting Machines

      • Andrei V. Konstantinov, Lev V. Utkin
      Pages 3-16

    3. Role of Simulation in the Development of a Digital Twin of a Food Item

      • Marina Nikitina
      Pages 17-26

    4. The Application of Statistical Methods for the Analysis of Multi-Parameter Data of Complex Composite Objects in the Field of Cyber-Physical Systems

      • Sergey Demin, Oleg Panischev, Valentin Yunusov, Sergey Timashev
      Pages 27-38

    5. The Methodology of Hybrid Modelling for Gas Turbine Subsystems Prescriptive Analytics

      • Sergei Nikolaev, Sergei Belov, Tatiana Greenkina, Tikhon Uglov, Vadim Leshchev
      Pages 39-51

    6. Automation of Assembly Batches Installation in Hot Rolling Mills

      • Alexander Galkin, Vladimir Istomin
      Pages 53-62

    7. Software Application for Modeling the Fractionation Process Based on the Principle of Maximum Entropy

      • Alexander I. Balunov, Maksim A. Smirnov, Sergey Yu. Boykov
      Pages 63-70

    8. Identification of a Technological Process with Application of Neural Network Modeling

      • A. S. Aleksandrova, A. G. Shumikhin, B. V. Kavalerov
      Pages 71-81

    9. Development of Digital Twin of Plant for Adaptive Calculation of Development Stage Duration and Forecasting Crop Yield in a Cyber-Physical System for Managing Precision Farming

      • Petr Skobelev, Igor Mayorov, Elena Simonova, Oleg Goryanin, Alexey Zhilyaev, Aleksey Tabachinskiy et al.
      Pages 83-96

    10. Forecasting the Future State of a Dynamic System by a Neural Network as a Task for a Cyber-Physical System

      • Sergey Masaev, Yuri Bezborodov
      Pages 97-106

  3. Computer Linguistic for Cyber-Physical Systems

    1. Front Matter

      Pages 107-107
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    2. Predicting Research Trend Based on Bibliometric Analysis and Paper Ranking Algorithm

      • Viet T. Nguyen, Alla G. Kravets, Tu Q. H. Duong
      Pages 109-123

    3. Development of a Module for Predictive Modeling of Technological Development Trends

      • Alla G. Kravets, Natalia A. Salnikova, Elena L. Shestopalova
      Pages 125-136

    4. The Software for Formation of Technical Function Assessments Based on the Patent Analysis

      • Dmitriy Korobkin, Sergey Fomenkov, Alexander Zlobin, Dmitriy Shabanov, Alexander Golovanchikov
      Pages 137-147

    5. The Formation of Morphological Matrix Based on an Ontology “Patent Representation of Technical Systems” for the Search of Innovative Technical Solutions

      • Dmitriy Korobkin, Sergey Fomenkov, Grigoriy Vereschak, Sergey Kolesnikov, Dmitriy Tolokin, Alla G. Kravets
      Pages 149-160

    6. The Software for Computation the Criteria-Based Assessments of the Morphological Features of Technical Systems

      • Dmitriy Korobkin, Sergey Fomenkov, Marina Fomenkova, Ilya Vayngolts, Alla G. Kravets
      Pages 161-172

    7. Models and Methods Flexible Documents Matching Based on the Recognized Words

      • Oleg Slavin, Vladimir V. Arlazarov, Ivan Tarkhanov
      Pages 173-184

    8. Search for Falsifications in Copies of Business Documents

      • Oleg Slavin, Elena Andreeva, Vladimir V. Arlazarov
      Pages 185-197

    9. Text Classification in Emergency Calls Management Systems

      • Artur Sabitov, Rifkat Minnikhanov, Maria Dagaeva, Alexey Katasev, Timur Asliamov
      Pages 199-210
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Keywords

About this book

This book offers ideas to help improve digital technologies and increase their efficiency during implementation and application for researchers and practitioners. 

The outstanding position of the book among others is that it dwells with cyber-physical systems’ progress and proposes ideas and finding around digital tools and technologies and their application. A distinguished contribution is in presenting results on Digital Twins development and application, enhancing approaches of communication and information transferring between cyber-physical systems connected within the Internet of things platforms, computer linguistic as a part of cyber-physical systems, intelligent cybersecurity and computer vision systems. 

The target audience of this book also includes practitioners and experts, as well as state authorities and representatives of manufacturing and industry who are interested in creating and implementing of cyber-physical systems in framework of digitalization projects. 

Editors and Affiliations

  • Volgograd State Technical University, Volgograd, Russia

    Alla G. Kravets, Maxim V. Shcherbakov

  • Peter the Great St. Petersburg Polytechn University, St. Petersburg, Russia

    Alexander A. Bolshakov

Bibliographic Information

  • Book Title: Cyber-Physical Systems

  • Book Subtitle: Digital Technologies and Applications

  • Editors: Alla G. Kravets, Alexander A. Bolshakov, Maxim V. Shcherbakov

  • Series Title: Studies in Systems, Decision and Control

  • DOI: https://doi.org/10.1007/978-3-030-67892-0

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2021

  • Hardcover ISBN: 978-3-030-67891-3Published: 14 April 2021

  • Softcover ISBN: 978-3-030-67894-4Published: 15 April 2022

  • eBook ISBN: 978-3-030-67892-0Published: 13 April 2021

  • Series ISSN: 2198-4182

  • Series E-ISSN: 2198-4190

  • Edition Number: 1

  • Number of Pages: X, 394

  • Number of Illustrations: 75 b/w illustrations, 83 illustrations in colour

  • Topics: Cyber-physical systems, IoT, Computational Intelligence, Data Engineering

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