12th World Conference "Intelligent System for Industrial Automation" (WCIS-2022)

Preface
Organization
Contents
Implementation of the Thematic Text Analysis Algorithm Using Machine Learning
	1 Introduction
	2 Methods
	3 Results
	4 Discussion
	5 Conclusion
	References
Development of a Mathematical Model of Sequential Arrangement of a Group of Wagons Along Station Tracks
	1 Introduction
	2 Materials and Methods
	3 Results and Discussion
	4 Conclusion
	References
A Bert Model with Deep Learning Approach in Natural Language Processing (NLP)
	1 Introduction
	2 Methodology
		2.1 Datasets
		2.2 Preprocessing
		2.3 Feature Extraction
		2.4 Classifiers
	3 Results
	4 Discussions
	5 Conclusions
	References
Application of Outline Methods for Image Processing
	1 Introduction
	2 Emphasizing the Contours of Images
	3 Conclusion
	References
Structure of a Pragmatically-Oriented Model of an Agglutinative Natural Language Exemplified with Tatar
	1 Introduction
	2 Decentralized NL Model
	3 Semiotic Models of Lexical and Grammatical Means of NLs
	4 Software-Algorithmic Content of NL Modelling Systems
	5 On Potential of Tatar Language Grammar for Developing Intelligent Systems
	6 Conclusion and Plans for Future Research
	References
Application of a Piecewise Linear Decision Tree Algorithm to Detect Phishing URLs in IoT Devices
	1 Introduction
	2 Basic Concepts and Methods for Phishing Attacks
		2.1 Techniques in Phishing Attacks
		2.2 Methods and Algorithms for Classifying Phishing URLs
	3 Selection of Attributes for Detecting Phishing Attacks
	4 Computational Experiments
	5 Conclusion
	References
The Potential of Machine Learning for Tackling Flood Disaster in Monrovia
	1 Introduction
	2 Methodology
		2.1 Study Area
		2.2 Data Type and Source
		2.3 Cascade Forward Neural Network (CFNN)
		2.4 Training and Testing
		2.5 Model Accuracy Evaluation
		2.6 Root Mean Square Error (RMSE)
		2.7 Input and Output Variables
	3 Results
		3.1 Cascade Feedforward Neuron Networks with All Five Inputs
		3.2 Elman Neuron Network with All Five Inputs
		3.3 Discussion
	4 Conclusion
	References
Wireless Charging Technology or Wireless Transmission of Electrical Energy: Theoretical and Practical Importance
	1 Introduction
	2 Research Methods
	3 Research Results and Discussion
	4 Conclusion
	References
Development of an Indicator of Social Success of Social Network Users to Improve Intelligent Management Systems
	1 Introduction
	2 Data
	3 Methods
		3.1 Constructing Social Graphs to Calculate Metrics of Network Users
		3.2 Normalization of User Metrics Data
		3.3 Correlation Analysis
	4 Results
	5 Discussion
	6 Conclusion
	References
Development of an Educational Intelligent System to Detect Particles Suitable for 3D-Printing
	1 Introduction
	2 Research Methods
	3 Study
	4 Implementation
	5 Code Listing
	6 Conclusion
	References
Modeling and Control of Decentralized Microgrid Based on Renewable Energy and Electric Vehicle Charging Station
	1 Introduction
	2 Methods
		2.1 Mathematic Modeling
	3 Results and Discussion
	4 Conclusion
	References
Intelligent Glass Production Process Control System
	1 Introduction
	2 Method for Improved Control of the Glass Melting Process
	3 Application of Intelligent Control System in Glass Melting Process Control
	4 Conclusion
	References
Digital OntoMath Ecosystem Tools for Managing and Developing Mathematical Knowledge
	1 Introduction
	2 Composition of the OntoMath Ecosystem
	3 Semantic Services of the OntoMath Digital Ecosystem
	4 Conclusion
	References
Development and Optimization of Digital Twin Model for the Deethanizer Distillation Unit
	1 Introduction
	2 Description of Scientific-Technical Solution
	3 Research Results
	4 Conclusion
	References
Intelligent Processing Time Characteristics of the Flow of the Impulse Component of the Train Shunt Resistance
	1 Introduction
	2 Material and Methods
	3 Results and Discussions
	4 Conclusion
	References
Algorithm of Generating One-Time Passwords for Two-Factor Authentication of Users
	1 Introduction
	2 Main Part
		2.1 The Proposed Two-Factor Authentication Algorithm
	3 Conclusion
	References
Modified Base Vector Method and Algorithm for Detecting Spam Messages
	1 Introduction
	2 Main Part
	3 Conclusion
	References
Prediction of Mechanical Power of New Design of Savonius Wind Turbine Using Various Empirical Models
	1 Introduction
	2 Material and Methods
		2.1 Experimental Setup
		2.2 Machine Learning Models (MLMs)
		2.3 ARIMA Model
		2.4 MLR Model
	3 Results and Discussion
		3.1 Estimating the Mechanical Power Using Various Empirical Models
		3.2 Evaluation of the Model’s Performance
	4 Conclusions
	References
Account Transport Demand When Modeling the Matrix of Inter-District Transport Connection
	1 Introduction
	2 Method
	3 Results
	4 Discussion
	5 Conclusion
	References
An Effective Probabilistic Model for Clutter Signal Representation
	1 Introduction
	2 Proposed Statistical Model
		2.1 Maximum Likelihood Estimation
	3 Kolmogorov–Smirnov test (K–S)
		3.1 Data Collection
	4 Results
	5 Conclusion
	References
Security Management Methods for Infocommunication Systems
	1 Introduction
	2 Method
	3 Results
	4 Conclusion
	References
“Turkic Morpheme”: From the Portal to the Linguistic Platform
	1 Introduction
	2 Linguistic Platforms Review
	3 “Turkic Morpheme” Platform Description
	4 Conclusion
	References
Verification of the Ontology of Professional Mathematics OntoMathPRO
	1 Introduction
	2 OntoMathPRO Architecture
	3 Verification and Correction of the OntoMathPRO Ontology
		3.1 Main Found Issues
		3.2 Different Conceptualizations
	4 Conclusion
	References
Control of Distorted Image Points Based on the Mechanism of Identification of a Micro-object with a Cosine Transform
	1 Introduction
	2 Main Part
		2.1 Methods for Optimizing the Identification of Micro-objects Based on the Mechanisms for Using Redundant Structural Components of the Image
		2.2 The Results of Identification of Micro-objects Based on the Mechanisms of Using Redundant Structural Components
	3 The Discussion of the Results
		3.1 Applications of Modified Algorithms for the Identification of Images of Micro-objects
	4 Conclusion
	References
Magnetoelectric Actuating Device for Providing Delicate Capture of the Object of Manipulation in Intelligent Robots
	1 Introduction
	2 Main Part
	3 Calculation of the Permissible Current Density in the Armature Circuit
	4 Results of the Study of the Thrust Force of a Linear Magnetoelectric Direct Current Element
	5 Calculation of the Diameter of the Wire Wound on the Anchor Core
	6 Conclusions
	References
CNN Based Deep Learning for Vehicle Re-identification
	1 Introduction
	2 Deep Learning for Vehicle Identification
	3 Structure of Vehicle Re-identification System
	4 Simulations
	5 Conclusion
	References
Algorithm for Provision of Distributed Cloud Data Center Resources Based on Central Management System
	1 Introduction
	2 Formulation of the Problem
	3 Problem Solving
	4 Results and Analysis
	5 Conclusion
	References
Design an Efficient Electrochemical System for Treatment Oil-Polluted Waters
	1 Introduction
	2 Methodology
	3 Experimental Results and Discussions
	4 Conclusion
	References
Honeywell PROFIT® BLENDING AND MOVEMENT Commissioning Experience at Offshore Terminal
	1 Introduction
	2 Problem Statement
	3 PROFIT® BLENDING AND MOVEMENT Solution
		3.1 Profit ® Blending Suite Software Package
		3.2 Profit ® Movement Suite software complex
	4 Conclusion
	References
Structural-Mode Graphs of Electromagnetic and Mechatronic Modules of Intelligent Robots
	1 Introduction
	2 Research Methodology
	3 Analysis and Results
	4 Conclusion
	References
Assessment of Severity Degree of Lost Circulation During Well Drilling Based on Integrated Geological and Technological Information Using Fuzzy Cluster Analysis
	1 Introduction
	2 Research Methods
	3 Research Results
	4 Discussion and Analysis of the Obtained Results
	5 Conclusion
	References
Platform Enablers for Digital Transformation: Case For Smart Campus Service Architecture
	1 Introduction
	2 Motivation
	3 Methodology
		3.1 Smart campus platform enablers for digital transformation and modeling aspects
	4 Conclusion
	References
Features of Mathematical Modeling in Urban Planning and Transport Planning
	1 Introduction
	2 The Main Part
	3 Conclusion
	References
The Choice of a Generalized Criterion for the Efficiency of an Automated Electric Drive of a Railway Rolling Stock
	1 Introduction
	2 A Method for Solving Optimization Issues
	3 Conclusions
	References
Determination of Valve Seal Construction Angle Using Fuzzy Logic
	1 Introduction
	2 Materials and Methods
	3 Conclusions
	References
A Comparison of Lightweight Cryptographic Algorithms
	1 Introduction
	2 Lightweight Cryptography
		2.1 Symmetric Cryptography
		2.2 Public Key Cryptography
		2.3 Use of Lightweight Cryptography
	3 Lightweight Ciphers Evaluation
		3.1 Evaluation of Lightweight Ciphers in Terms of Cost
		3.2 Evaluation of Lightweight Ciphers in Terms of Speed
	4 Conclusions
	References
Using Machine Learning to Detect Hidden Information Through Steganographic Techniques in the TCP/IP Network Protocols
	1 Introduction
	2 Detection of Network Steganography Based on Packet Characteristics Using Machine Learning
	3 Method of Determining Proposed Steganographic Packets
	4 Experimental Results
	5 Conclusion and Future Work
	References
Oil Leaks Diagnosis in Pipelines Based on Artificial Neuron Technologies
	1 Introduction
	2 Problem-Solving and Discussion
	References
Issues of Modeling Drilling Rigs and the Drilling Process
	1 Introduction
	2 Method
	3 Results
	4 Conclusion
	References
Application of Soft Computing for Risk Assessment in the Pipelines
	1 Introduction
	2 Preliminaries
	3 Statement of the Problem and Its Solution
	4 Conclusion
	References
Unwanted Emails Filtering Based on Immune Multi-agent Systems
	1 Introduction
	2 Spam Detection Approaches
		2.1 Unwanted Emails Filtering Technologies
		2.2 E-mail Feature Extraction
	3 Immune Multi-agent Based Anti-spam Techniques
	4 Experiments and Results
	5 Conclusions
	References
Stable Estimation of Regulator Parameters in Direct Adaptive Control Systems for Dynamic Objects
	1 Introduction
	2 Analysis of the Computational Scheme and Various Adaptation Methods
	3 Problem Statement
	4 Solution
	5 Conclusion
	References
FPGA-Based Convolutional Autoencoder Implementation
	1 Introduction
	2 Convolutional Autoencoder Network Structure
	3 Problems and Issues of FPGA Hardware Implementation
	4 FPGA Hardware Design Implementation
	5 Conclusion
	References
Application of Fuzzy Logic Model to Save Energy in LED Lighting Systems in Office Spaces
	1 Introduction
	2 The Level of Illumination at a Point on the Surface
	3 Designed Fuzzy Logic Controller
		3.1 Fuzzification
		3.2 Methods of Inference
		3.3 Defuzzification
		3.4 3Ds Max and Dialux Evo Program
	4 Conclusion
	References
Sign Language Detection Using Convolutional Neural Networks (CNN)
	1 Introduction
	2 Methodology
		2.1 Research Design
		2.2 Data Collection Tools/Materials
	3 Results
		3.1 Training and Testing
	4 CNN Simulation and Results
	5 Discussion
	6 Conclusion
	References
Author Index