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Umfang: 1 online resource (394 pages)

ISBN: 3-031-03877-0

Serie: Lecture Notes in Networks and Systems ; v.463

Anmerkung: Intro -- 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.

Weitere Ausg.: Print version: Hu, Zhengbing Advances in Computer Science for Engineering and Manufacturing Cham : Springer International Publishing AG,c2022 ISBN 9783031038761

Sprache: Englisch