Cyber-Physical Systems: Advances in Design & Modelling

✍ Scribed by Alla G. Kravets, Alexander A. Bolshakov, Maxim V. Shcherbakov

• Publisher: Springer International Publishing
• Year: 2020
• Tongue: English
• Leaves: 340
• Series: Studies in Systems, Decision and Control 259
• Edition: 1st ed. 2020
• Category: Library

✦ Synopsis

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.

✦ Table of Contents

Front Matter ....Pages i-ix
Front Matter ....Pages 1-1
Flow Analysis and Its Applications for Equipment Design (Vadim Shakhnov, Elena Rezchikova, Lyudmila Zinchenko, Natalia Sergeeva)....Pages 3-11
Cyber-Physical Control System of Hardware-Software Complex of Anthropomorphous Robot: Architecture and Models (Mikhail Stepanov, Vyacheslav Musatov, Igor Egorov, Svetlana Pchelintzeva, Andrey Stepanov)....Pages 13-24
Method of the Exoskeleton Assembly Synthesis on the Base of Anthropometric Characteristics Analysis (Anna Matokhina, Stanislav Dragunov, Svetlana Popova, Alla G. Kravets)....Pages 25-42
Using Special Text Points in the Recognition of Documents (Oleg A. Slavin)....Pages 43-53
Extraction of Cyber-Physical Systems Inventions’ Structural Elements of Russian-Language Patents (Sergey S. Vasiliev, Dmitriy M. Korobkin, Alla G. Kravets, Sergey A. Fomenkov, Sergey G. Kolesnikov)....Pages 55-68
Conceptual Approach to Designing Efficient Cyber-Physical Systems in the Presence of Uncertainty (A. P. Alekseev)....Pages 69-80
About Preparation of the Analytical Platform for Creation of a Cyber-Physical System of Industrial Mixture of Loose Components (A. B. Kapranova, I. I. Verloka, D. D. Bahaeva)....Pages 81-91
Development of an Automated System for Monitoring and Diagnostics a Guided Robotic Vehicle (Alexander Bazhanov, Roman Vashchenko, Vasily Rubanov, Olga Bazhanova)....Pages 93-107
About Formation of Elements of a Cyber-Physical System for Efficient Throttling of Fluid in an Axial Valve (A. B. Kapranova, A. E. Lebedev, A. M. Melzer, S. V. Neklyudov)....Pages 109-119
A Study of a Trajectory Synthesis Method for a Cyclic Changeable Target in an Environment with Periodic Dynamics of Properties (Dmitrii Motorin, Serge Popov, Vadim Glazunov, Mikhail Chuvatov)....Pages 121-134
Front Matter ....Pages 135-135
Intellectualization Methods of Population Algorithms of Global Optimization (Anatoly Karpenko, Taleh Agasiev, Maksim Sakharov)....Pages 137-151
Development of Models and Algorithms for Intellectual Support of Life Cycle of Chemical Production Equipment (Evgenii Moshev, Valeriy Meshalkin, Makar Romashkin)....Pages 153-165
Simulation of the Multialternativity Attribute in the Processes of Adaptive Evolution (Semen Podvalny, Eugeny Vasiljev)....Pages 167-178
Regularization Methods for the Stable Identification of Probabilistic Characteristics of Stochastic Structures (Vladimir Kulikov, Alexander Kulikov)....Pages 179-191
Outlier Detection in Predictive Analytics for Energy Equipment (Alexander Andryushin, Ivan Shcherbatov, Nina Dolbikova, Anna Kuznetsova, Grigory Tsurikov)....Pages 193-203
Ontology-Based Model of User Activity Data for Cyber-Physical Systems (Tatiana Shulga, Alexander Sytnik, Nikita Danilov, Denis Palashevskii)....Pages 205-216
Selection of Components of a Composite Material Under Fuzzy Information Conditions (I. V. Germashev, M. A. Kharitonov, E. V. Derbisher, V. E. Derbisher)....Pages 217-227
Big Data Analysis in Film Production (T. B. Chistyakova, F. Kleinert, M. A. Teterin)....Pages 229-236
Algorithm for Calculating the Reliability of Chemical-Engineering Systems Using the Logical-and-Probabilistic Method in MATLAB (Anastasiya Zakharova, Tatiana Savitskaya, Alexander Egorov)....Pages 237-249
Front Matter ....Pages 251-251
Assessment of the State of Production System Components for Digital Twins Technology (T. I. Buldakova, S. I. Suyatinov)....Pages 253-262
Proactive and Predictive Maintenance of Cyber-Physical Systems (Maxim V. Shcherbakov, Artem V. Glotov, Sergey V. Cheremisinov)....Pages 263-278
Conceptual Approach to Building a Digital Twin of the Production System (S. I. Suyatinov)....Pages 279-290
Deep Neural Networks Application in Models with Complex Technological Objects (Valeriy Meshalkin, Andrey Puchkov, Maksim Dli, Yekaterina Lobaneva)....Pages 291-300
Intelligent Technologies in the Diagnostics Using Object’s Visual Images (Sergey Orlov, Roman Girin)....Pages 301-312
Modeling Cyber-Physical System Object in State Space (on the Example of Paver) (Andrey Prokopev, Zhasurbek Nabizhanov, Vladimir Ivanchura, Rurik Emelyanov)....Pages 313-323
Accelerometer Data Based Cyber-Physical System for Training Intensity Estimation (Igor D. Kazakov, Nataliya L. Shcherbakova, Adriaan Brebels, Maxim V. Shcherbakov)....Pages 325-335
Assembly and Service Robotic Space Module. Mathematical Model of the Reduced System (Pavel P. Belonozhko)....Pages 337-347

✦ Subjects

Engineering; Computational Intelligence