Cyber-Physical Systems: Industry 4.0 Challenges

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

• Publisher: Springer International Publishing
• Year: 2020
• Tongue: English
• Leaves: 334
• Series: Studies in Systems, Decision and Control 260
• Edition: 1st ed. 2020
• Category: Library

✦ Synopsis

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.

✦ Table of Contents

Front Matter ....Pages i-ix
Front Matter ....Pages 1-1
Cyber-Physical Principles of Information Processing in Ultra-Wideband Systems (Sergey Chernyshev)....Pages 3-10
The Model of Reliability of Dublated Real-Time Computers for Cyber-Physical Systems (V. A. Bogatyrev, S. M. Aleksankov, A. N. Derkach)....Pages 11-21
Data Storage Model for Organizing the Monitoring of POS-Networks Processes and Events (Dmitriy Kozlov, Natalia Sadovnikova, Danila Parygin)....Pages 23-37
Data Mining Integration of Power Grid Companies Enterprise Asset Management (Oleg Protalinskiy, Nikita Savchenko, Anna Khanova)....Pages 39-49
On the Application of the Photogrammetric Method to the Diagnostics of Transport Infrastructure Objects (Pavel Elugachev, Boris Shumilov)....Pages 51-62
Alternative Approach to Solving Computer Vision Tasks Using Graph Structures (Jiajian Li, Mark Makarychev, Aleksey Popov)....Pages 63-78
Efficient Computational Procedure for the Alternance Method of Optimizing the Temperature Regimes of Structures of Autonomous Objects (Mikhail Yu. Livshits, A. V. Nenashev, B. B. Borodulin)....Pages 79-88
Front Matter ....Pages 89-89
Parametric Synthesis Method of PID Controllers for High-Order Control Systems (Andrey Prokopev, Zhasurbek Nabizhanov, Vladimir Ivanchura, Rurik Emelyanov)....Pages 91-102
Limiting Values of the Stability Margins in the Parametric Synthesis of PID-Controllers (Goerun Ayazyan, Elena Tausheva)....Pages 103-115
Application of Cut-Glue Approximation in Analytical Solution of the Problem of Nonlinear Control Design (A. R. Gaiduk, R. A. Neydorf, N. V. Kudinov)....Pages 117-132
Adaptive-Robust Control of Technological Processes with Delay on Control (Ivan V. Gogol, Olga A. Remizova, Vladislav V. Syrokvashin, Aleksandr L. Fokin)....Pages 133-147
Robust Control System Based on Traditional PID Control Laws (Ivan V. Gogol, Olga A. Remizova, Vladislav V. Syrokvashin, Aleksandr L. Fokin)....Pages 149-157
Features of Electromechanical Control of a Complex Power Plant with a Vortex-Type Wind-Conversion Device (V. A. Kostyukov, M. Yu. Medvedev, N. K. Poluyanovich, M. N. Dubygo)....Pages 159-166
On Systemological Approach to Intelligent Decision-Making Support in Industrial Cyber-Physical Systems (Alexey V. Kizim, Alla G. Kravets)....Pages 167-183
Front Matter ....Pages 185-185
Cybersecurity Risks Analyses at Remote Monitoring of Object’s State (T. I. Buldakova)....Pages 187-196
Industrial Cyber-Physical Systems: Risks Assessment and Attacks Modeling (Alla G. Kravets, Natalia Salnikova, Kirill Dmitrenko, Mikhail Lempert)....Pages 197-210
The Problem of Selecting APCS’ Information Security Tools (Andrew S. Rimsha, Konstantin S. Rimsha)....Pages 211-223
Determining the Parameters of the Mathematical Model of the Process of Searching for Harmful Information (Igor Kotenko, Igor Parashchuk)....Pages 225-236
Decision Support Algorithm for Parrying the Threat of an Accident (Alexander A. Bolshakov, Aleksey Kulik, Igor Sergushov, Evgeniy Scripal)....Pages 237-247
Predictive Model for Calculating Abnormal Functioning Power Equipment (Alexandra A. Korshikova, Alexander G. Trofimov)....Pages 249-259
The System for Operational Monitoring and Analytics of Industry Cyber-Physical Systems Security in Fuel and Energy Domains Based on Anomaly Detection and Prediction Methods (N. V. Nashivochnikov, Alexander A. Bolshakov, A. A. Lukashin, M. Popov)....Pages 261-273
Front Matter ....Pages 275-275
Organization of Engineering Education for the Development of Cyber-Physical Systems Based on the Assessment of Competences Using Status Functions (I. V. Veshneva, Alexander A. Bolshakov, A. E. Fedorova)....Pages 277-288
Analysis of Impact Made by the Flagship University on the Efficiency of Petrochemical Complex (Pavel Golovanov, Mikhail Yu. Livshits, Elena Tuponosova)....Pages 289-300
Decision Support System to Prevent Crisis Situations in the Socio-political Sphere (Andrey Proletarsky, Dmitry Berezkin, Alexey Popov, Valery Terekhov, Maria Skvortsova)....Pages 301-314
Development of a Cyber-Physical System for the Specialized On-Track Machine Operators Training (N. A. Staroverova, M. L. Shustrova, M. R. Satdarov)....Pages 315-325
Building an Knowledge Base of a Company Based on the Analysis of Employee’s Behavior (M. V. Vinogradova, A. S. Larionov)....Pages 327-340

✦ Subjects

Engineering; Industrial and Production Engineering; Computational Intelligence