Advances in Computer Science for Engineering and Manufacturing (Lecture Notes in Networks and Systems, 463)

✍ Scribed by Zhengbing Hu (editor), Sergey Petoukhov (editor), Felix Yanovsky (editor), Matthew He (editor)

• Publisher: Springer
• Year: 2022
• Tongue: English
• Leaves: 394
• Category: Library

✦ Synopsis

The book’s general scope covers the latest advances in the development of artificial intelligence systems and their applications in engineering and manufacturing. The book comprises refereed papers presented at the International Symposium on Engineering and Manufacturing (ISEM2021), held in Kyiv, Ukraine, on December 24–26, 2021.
Given the rapid development of artificial intelligence systems, the book emphasizes the need for the intensification of training of a growing number of relevant specialists, in particular in engineering and manufacturing, to increase the effectiveness of the creation and diagnosis of appropriate technical solutions. In digital artificial intelligence systems, scientists endeavor to reproduce the innate intellectual abilities of humans and other organisms. In-depth studies of biological and self-organizing systems can provide new approaches to create more and more effective artificial intelligence methods. The topics of the included papers concern thematic materials in the following spheres: mathematics and computer algorithms; analysis of some technical solutions; technological. The book is a compilation of state-of-the-art papers in the field, covering a comprehensive range of subjects that are relevant to business managers and engineering professionals alike. The breadth and depth of these proceedings make them an excellent resource for asset management practitioners, researchers, and academics, as well as undergraduate and postgraduate students interested in artificial intelligence systems and their growing applications. Specialists, students, and other groups of people who want to know how artificial intelligence systems can be used in the future will be the target audience for this book.

✦ Table of Contents

Preface
Contents
Computer Science for Manage of Natural and Engineering Processes
Analysis of Virtual Promotion of a Product
1 Introduction and Related Works
2 Problem Statement
3 Proposed Approach
4 Summary and Conclusion
References
Conditions of Non-uniform Fluidization in an Auto-oscillating Mode
1 Introduction
2 Physical Model of Non-uniform Jet-Pulsating Fluidization in an Auto-oscillating Mode
3 Determination of Main Parameters of the Non-uniform Jet-Pulsating Fluidization in an Auto-oscillating Mode
3.1 Determination the Speed of Movement of the Mass Center of Bed of Solids
3.2 Determination of the Hydrodynamics Quality
3.3 Determining the Conditions for Ensuring High-Quality Hydrodynamic Mode of Fluidization
3.4 Flow Simulation in SolidWorks
3.5 Explanation of Determining the Gas Velocity in Slits of GDD
4 Experimental Study of the Influence of the Height of the Bed of Granular Material on the Size of the Formed Gas
5 Summary and Conclusion
References
The Heat Exchange in the Process of Granulation with Non-uniform Fluidization
1 Introduction
2 Physical Model of Non-uniform Fluidization in the Granulator Chamber
3 Mathematical Model of Heat Exchange in a Fluidized Bed During Granulation of Liquid Systems
3.1 Determination of Temperature in the Vicinity of the Dispersant
3.2 Heat Balance Equation for Gas Coolant and Fluidized Bed
4 Results and Discussion
5 Conclusions
References
An Approach Towards Vacuum Forming Process Using PostScript for Making Braille
1 Introduction
2 Software System for Plate Manufacturing
2.1 The PostScript File Creation for Test Plate Manufacturing
2.2 The PostScript File Creation for Plate Manufacturing to Produce Final Goods
3 Conclusion
References
Investigation of Anomalous Situations in the Machine-Building Industry Using Phase Trajectories Method
1 Introduction
2 Phase Space Method for the Study of Technological Processes
3 The Projections of Varieties of Phase n - Dimensional Spaces
4 Summary and Conclusion
References
Prediction of Magnetic Remanence of Sm-Co Magnets Using Machine Learning Algorithms
1 Introduction
2 Materials and Methods
2.1 Dataset Collection
2.2 Machine Learning Algorithms
2.3 Performance Evaluation
3 Modeling and Results
4 Comparison and Discussion
5 Summary and Conclusion
References
The Wind Generator’ Power Effective Forecast Method Based on Modified One-Dimensional Convolutional Neural Network and Metaheuristics
1 Introduction
2 Research Background
3 Research Methodology
3.1 The Forecast Model Based on a Modified One-Dimensional Convolutional Neural Network Creation
3.2 The Criterion Selection for the Suggested Model’ Effectiveness Evaluating
3.3 The Method Development for Suggested Model’ Parametric Identification Based on Local Search
3.4 The Method Development for Suggested Model’ Parametric Identification Based on Metaheuristic Search
4 Numerical Research
5 Research Results
6 Conclusion
References
Determination of Geometric Parameters of Piezoceramic Plates of Bimorph Screw Linear Piezo Motor for Liquid Fertilizer Dispenser
1 Introduction
2 Literature Review
3 Materials and Methods
4 Experiments and Results
5 Conclusions
References
Ensuring Safety of Navigation in the Aspect of Reducing Environmental Impact
1 Introduction
2 Materials and Methods
3 Results and Discussion
4 Summary and Conclusion
References
Synthesis of the Algorithm for Determining the Film Thickness Based on the Obtained Data of the White Light Interferogram
1 Introduction
1.1 Literature Review
2 Methodology and Methods
3 Results
4 Conclusion
References
Model for a Direct Torque Control System of an Alternating Current Electric Drive for Urban Transport Rolling Stock Tasks
1 Introduction. Analysis of Literary Sources and Statement of the Problem
2 Basic Material of the Research
3 Conclusions
References
Method for Determining the Generating Capacity of the Waste Heat Recovery System of Main Engines
1 Introduction
2 Energy Efficiency Design Index of Vehicle Power Plant
3 Method for Determining of the Waste Heat Recovery System Efficiency
4 Conclusions
References
Computer Science for Education, Robotics and Biology
Research into the Parameters of a Robotic Platform for Harvesting Apples
1 Introduction
2 Literature Review
3 Research Methodology
4 Theoretical Aspects of a Research
5 Practical Implementation
6 Conclusions
References
Virtual Laboratory Works in Teaching Practical Circuit Design and Development of Responsibility Component of Students’ Academic Integrity
1 Introduction
2 Methodology
3 Results and Discussion
4 Summary and Conclusion
References
Adaptation of Distilling Knowledge Method in Natural Language Processing for Sentiment Analysis
1 Introduction
2 Related Work
3 Approach
3.1 Overview of the Offered Solution
3.2 Data Overview
3.3 BERT
3.4 FastText
4 Experiments
4.1 Datasets Overview
4.2 Implementation Details
4.3 Results
5 Conclusions
References
Designing Intelligent Multi-agent Ontology-Based Training Systems: The Case of State University of Infrastructure and Technology
1 Introduction
2 Modeling of Training Processes
2.1 Modeling of Students’ Training
2.2 Modeling of Student Knowledge Control
3 Intelligent Multi-agent Training System
4 Modeling the Behavior of an Intelligent Software Agent
5 Summary and Conclusion
References
Security Access Using Simple RFID Reader and Arduino UNO: A Study Case
1 Introduction
2 Theoretical Aspects
3 Programming and Circuit Realization
4 Conclusion
References
Investigation of the Bifurcation Properties of the Dynamics of a Biological Population Based on a Logistic Model
1 Introduction
2 Mathematical Model of Subpopulations Dynamics with a Logistic Function as a Basic One
3 Experimental Research and Applied Use of the Developed Model
4 Discussion and Conclusions
References
The Applying of Second Order Frequency-Dependent Components in Signal Processing of Autonomous Mobile Robotic Platforms
1 Introduction
2 The Low Order Frequency-Dependent Components Definition
3 The Low Order Frequency-Dependent Components Models
3.1 The Second Order LF and HF Butterworth Filter
3.2 The Second Order LF and HF Chebyshev I Filter
3.3 The Second Order LF and HF Chebyshev II Filter
3.4 The Second Order LF and HF Cauer Filter
4 The Transfer Function Coefficients Calculation
4.1 The Butterworth Transfer Function Coefficients Calculation
4.2 The Chebyshev I Transfer Function Coefficients Calculation
4.3 The Chebyshev II Transfer Function Coefficients Calculation
4.4 The Cauer Transfer Function Coefficients Calculation
4.5 The Computation Costs Reducing
5 The Additional Conveniences in Using the Low Order Filters
6 Conclusions
References
Stochastic Algorithms for Optimization of the Path of Robotic Systems
1 Introduction
2 References Analysis and Formulation of the Problem
3 Ant Colony Method
4 Genetic Algorithm
5 The Results of the Demo Program
6 Conclusion
References
Veterinary Self-protected Cone-Beam Computed Tomography Scanner
1 Introduction
2 Materials and Methods
3 Measurements and Discussion
4 Summary and Conclusion
References
Optimization of Deep Learning Neural Network by Analysis of Cross-Validated Metrics with and Without Data Augmentation
1 Introduction
2 State of the Art
3 Dataset, Models, and Problems
4 Experimental Results
5 Discussion and Conclusions
References
Mathematic and Technological Achievements for Various Applications
Residual Stresses Occurring During Laser Shock Processing Technology of High-Load Units of Agricultural Machinery
1 Introduction
2 Studded Material
3 Numerical Calculations by the Finite Element Method
4 Constitutive Relation
5 Analysis of the Occurrence of Anisotropy of Residual Stresses Arising in the Process of LSP
5.1 Residual Stresses Arising After the “Shot” By a Single Laser Pulse
5.2 Study of the Residual Stress After the End of the First Column of “Shots”
5.3 Study of Residual Stress After the Beginning of the Second and Subsequent Columns of “Shots”
5.4 Reducing the Anisotropy of Residual Stresses By Applying Random Scanning
6 Conclusion
References
Strengthening of Agricultural Machinery Parts by Cryogenic Laser Shock Processing Technology
1 Instruction
2 CLSP Technology Modeling
3 Defining Relation
4 Theoretical Background
5 The Obtained Results and Discussion
5.1 Surface Residual Stresses Analysis
5.2 Microhardness Distribution by Depth
6 Conclusion
References
Method of Reducing Friction in the Plow Moldboard with Soil During Cultivation Due to the Implementation of Ultrasonic Vibrations
1 Introduction
2 Formal Problem Statement
3 Literature Review
4 Materials and Methods
5 Experiments and Results
6 Conclusions
References
Ways to Reduce Negative Impacts from the Use of Rapeseed Oil as a Fuel for Diesel Engines
1 Introduction
2 Materials and Methods
3 Results
3.1 Bench Tests to Determine the Amount of Rapeseed Oil in the Crankcase
3.2 Data Fusion Simulation Experiment
4 Discussion
5 Closing Comments
References
Brand Management of Archives in Ukraine: Raising the Issue
1 Introduction
2 Topic Development Status. Brand Management Characteristics
2.1 Sources and Bibliography
2.2 Conceptual Apparatus of the Research
2.3 Objective Characteristics of a Brand
3 Research Methods
4 Types of Corporate Brand Management and Brand Identity
5 A Model for Creating and Developing Brand Identity and Its Extrapolation to the Sphere of Archives
6 The Results of the Statistical Research and Comments on Them
7 Conclusions
References
Combined Approach to Solving the Neumann Problem for a Parametric Quasilinear Elliptic Equation
1 Introduction
1.1 Analysis of the Last Publications
2 Methods and Materials
2.1 Preliminaries
2.2 Problem Statement
2.3 FD Approximation of the Differential Model
2.4 Projection-Iteration Implementation of the Newton-Like Method and Its Modifications
3 Summary and Conclusion
References
Influence of Hadamard Matrices Canonicity on Image Processing
1 Introduction
2 Related Research
3 Theoretical Foundations of the Study
4 Experimental Studies
4.1 The Image Processing Method Using Three Types of Hadamard Matrices
4.2 The Results of Experimental Evaluation the Quality of the Restored Images
5 Conclusion
References
Investigation of Reading Convenience Factors Based on Graph Theory and Systems Analysis
1 Introduction
1.1 The Basic Concepts of Computer Fonts
2 Research Methods
3 Modeling and Results
4 Comparison and Discussion
5 Summary and Conclusion
References
The Generalized Chaotic System in the Hyper-complex Form and Its Transformations
1 Introduction
2 Method
2.1 Coordinate Transformation for the Generalized Chaotic System
2.2 Transformed Generalized Chaotic System Modeling
3 Results and Discussion
3.1 The Lorenz System in the Quaternion Form
3.2 Linear Coordinate Transformation for the Lorenz System
4 Summary and Conclusion
References
The Impact of Connecting a Wind Power Plant on Emergency Modes of a Traction Substation of an AC Traction System
1 Introduction
2 Methods
2.1 Modern Approaches to Modeling the Short-Circuit Modes in Electric Power Networks
2.2 General Structure and Peculiarities of Subsystems of the Electricl-Engineering Complex “Wind Power Plant - AC Traction Substation”
2.3 Development of Computational Equivalent Circuits
2.4 Short-Circuit Current Analysis
3 Results and Discussion
4 Summary and Conclusion
References
Air Quality Assessment Based on the Selection of Fitting Anomaly Detection Methods
1 Introduction
2 Problem Statement
3 Detection Anomalies in Data
4 Final Comparison
5 Summary and Conclusion
References
Author Index