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The book contains selected research papers presented at the 2nd International Conference on Cyber-Physical Systems and Control (CPS&ampC’2021) which was held from 29 June to 2 July 2021 in St. Petersburg, Russia. The CPS&ampC’2021 Conference continues the series of international conferences that began in 2019 when the first International Conference on Cyber-Physical Systems and Control (CPS&ampC’2019) took place.
Cyber-physical systems (CPSs) considered a modern and rapidly emerging generation of systems with integrated wide computational, information processing, and physical capabilities that can interact with humans through many new modalities and application areas of implementation.
The book covers the latest advances, developments and achievements in new theories, algorithms, models, and applications of prospective problems associated with CPSs with an emphasis on control theory and related areas. The multidisciplinary fundamental scientific and engineering principles that underpin the integration of cyber and physical elements across all application areas are discussed in the book chapters.
The materials of the book may be of interest to scientists and engineers working in the field of cyber-physical systems, systems analysis, control systems, computer technologies, and similar fields.
Preface
Abbreviations
Fundamentals of Cyber-Physical Systems
Physics-Informed Radial Basis Function Networks: Solving Inverse Problems for Partial Differential Equations
On a Method for Identifying Failure Models of Complex Systems
Building Decentralized Resilient Cyber-Physical Systems for Operating in Open Areas
Method of Expansion of Mathematical Tools of the Reliability Theory Due to the Properties of Stochastic Theory of Similarity
Control of Plane Poiseuille Flow Using the Kreiss Constant
Modifications of SHAP for Local Explanation of Function-Valued Predictions Using the Divergence Measures
Robust Models of Distance Metric Learning by Interval-Valued Training Data
Measured Data Reconciliation Processed within Nonlinear Constraints Models in Cyber-Physical Systems
Cyber-Physical Systems Technologies
The Cognitive System for Determining the Magnetic Characteristics of High-Coercive Permanent Magnets
Time Division Multiplexing in Measurement Circuits of Multidimensional Objects
Building a Digital Twin for Local Heating Housing Services
Generating Synthetic Labeled Data of Animated Fish Swarms in 3D Worlds with Particle Systems and Virtual Sound Wave Sensors
EDEN: Deep Feature Distribution Pooling for Saimaa Ringed Seals Pattern Matching
Software Engineering Principles Apply to Artificial Intelligence Systems
License Plates Detection and Recognition Based on Semi-supervised Learning
A Proposal for Improvement of Smoke Detectors
Global Smart Manufacturing
Assessing Completeness of Production Data in Context of Predictive Quality Applications
Mapping Application Ontologies as a Gateway into OBDA Systems in the Internet of Production
IPPS Considering Machine State Effect Using Hybrid GA-based Algorithm
Development and Production of Training Network Smart Control Systems
Applications of Cyber-Physical Systems
Applying Cyber-Physical Management to the Structure of the Demand Response Aggregator
Charging Infrastructure for Electric Vehicles: Problems and Development Prospects
A Comparison of Two Algorithms for Control over a Three-Link Robot-Manipulator under the Conditions of a Description Uncertainty
Methods and Technologies for Developing a Software System that Predicts Antifungal Antibiotics’ Properties
Adaptive Energy Turbine Control
Digital Product UX Research with Facial Expression Recognition
Fractional Regulating Implementation in Digital Control Systems
Gamma-Ray Detection Simulation in Case of Non-Destructive Multiphase Oil Well Flow Measurement
Serial Nonlinear Correction Method in the Flight Vehicle Systems
Tracking of Driver Behaviour and Drowsiness in ADAS
Tracing Sites Requests in Using Web Applications
Numerical Simulation of the Behavior of a Cyberphysical Agent as a Message Queuing System
Computer Vision Based Analysis for Fused Filament Fabrication Using a G-Code Visualization Comparison
Caching Data in a Web Audio Service Using Progressive Web Apps Technologies
Using Actor-Network Theory to Understand Intelligent Systems: the Case of Intelligent IS for Logistics
Development of a System for Calculating the Correlation between Blink Attributes and Attention Characteristics
A Comparison of Different Loss Computations in Siamese Networks for Authorship Verification
The Design Framework for Multi-Agent Real-Time Control Systems
Cybersecurity
LoRaWAN Replay Attack Detection Method
Neuroevolutionary Approach to Ensuring the Security of Cyber-Physical Systems
Security Threats to Intent-Based Networks in Cyber-Physical Systems
Graph Model for Cyber-Physical Systems Security
Data-Driven and Proactive Control
Methodology and Technology for Use and Development of Information-Analytic Platform for Complex Object Life Cycle Proactive Control
Corporate Information System Modernization During Enterprise Digital Transformation
Planning Trajectories for a Robot Manipulator with Tool Orientation in Semiautomatic Control Systems
Expert Knowledge as the “Intelligent Measurement-Diagnostic System”
Approach to Relevance Based Data Filtering in Data Retrieval Tasks
Discrete Event-Based Behavior Model for Group of Ground-Based Mobile Robots Control to Search and Eliminate Ionizing Radiation Sources
Neural Networks
A New Approach to Diagnosing of Plant Diseases Based on 3D Digital Descriptions of Leaf Images and Neural Network
Synthesis of Datasets for Neural Networks Based on Expert Knowledge
The Method of Structural Adaptation of the Compartmental Spiking Neuron Model
Polynomial Neural Network Approximation of Duffing Equation Solution
Education and Social Aspects of Cyber-Physical Systems
Modeling the Decision-Making Process Based on Cyber-Physical Technologies
Application of the Methodology and Tools of Bayesian Intelligent Technologies and Intelligent IIoT in the Management of Cyber-Physical Systems under Conditions of Uncertainty
Blockchain Technologies in the Perspective of Industrial Development: The Research Challenge
New Approach in Design of a Hybrid Course for the Personnel Reserve Training for Intelligent Enterprises
Some Aspects of Process Management in Social Networks
Development of a Virtual Training Simulator of an Assembly Machine for the Automobile Tires Manufacturing
Management of Migration Flows of a Megapolis as a Cyber-Physical System
Advanced Technologies Make Remote Territories Smart: Network-Based Scope
Toward a Novel Neuroscience-Based System Approach Integrating Cognitive and Implicit Learning in Education
Author Index