| Description |
1 online resource (x, 388 pages) |
| Series |
Lecture notes in networks and systems ; v. 463 |
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Lecture notes in networks and systems ; v. 463.
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| Contents |
Part I. Computer Science for Manage of Natural and Engineering Processes -- Analysis of Virtual Promotion of a Product -- Conditions of Non-uniform Fluidization in an Auto-oscillating Mode -- The Heat Exchange in the Process of Granulation with Non-uniform Fluidization -- An Approach Towards Vacuum Forming Process Using PostScript for Making Braille -- Investigation of Anomalous Situations in the Machine-Building Industry Using Phase Trajectories Method -- Prediction of Magnetic Remanence of Sm-Co Magnets Using Machine earning Algorithms -- The Wind Generator' Power Effective Forecast Method Based on Modified One-Dimensional Convolutional Neural Network and Metaheuristics -- Determination of Geometric Parameters of Piezoceramic Plates of Bimorph Screw Linear Piezo Motor for Liquid Fertilizer Dispenser -- Ensuring Safety of Navigation in the Aspect of Reducing Environmental Impact -- Synthesis of the Algorithm for Determining the Film Thickness Based on the Obtained Data of the White Light Interferogram -- Model for a Direct Torque Control System of an Alternating Current Electric Drive for Urban Transport Rolling Stock Tasks -- Method for Determining the Generating Capacity of the Waste Heat Recovery System of Main Engines -- Part 2. Computer Science for Education, Robotics and Biology -- Research into the Parameters of a Robotic Platform for Harvesting Apples -- Virtual Laboratory Works in Teaching Practical Circuit Design and Development of Responsibility Component of Students' Academic Integrity -- Adaptation of Distilling Knowledge Method in Natural Language Processing for Sentiment Analysis -- Designing Intelligent Multi-agent Ontology-Based Training Systems: The Case of State University of Infrastructure and Technology -- Security Access Using Simple RFID Reader and Arduino UNO: A Study Case -- Investigation of the Bifurcation Properties of the Dynamics of a Biological Population Based on a Logistic Model -- The Applying of Second Order Frequency-Dependent Components in Signal Processing of Autonomous Mobile Robotic Platforms -- Stochastic Algorithms for Optimization of the Path of Robotic Systems -- Veterinary Self-protected Cone-Beam Computed Tomography Scanner -- Optimization of Deep Learning Neural Network by Analysis of Cross-Validated Metrics with and Without Data Augmentation -- Part 3. Mathematic and Technological Achievements for Various Applications -- Residual Stresses Occurring During Laser Shock Processing Technology of High-Load Units of Agricultural Machinery -- Strengthening of Agricultural Machinery Parts by Cryogenic Laser Shock Processing Technology -- Method of Reducing Friction in the Plow Moldboard with Soil During Cultivation Due to the Implementation of Ultrasonic Vibrations -- Ways to Reduce Negative Impacts from the Use of Rapeseed Oil as a Fuel for Diesel Engines -- Brand Management of Archives in Ukraine: Raising the Issue -- Combined Approach to Solving the Neumann Problem for a Parametric Quasilinear Elliptic Equation -- Influence of Hadamard Matrices Canonicity on Image Processing -- Investigation of Reading Convenience Factors Based on Graph Theory and Systems Analysis -- The Generalized Chaotic System in the Hyper-complex Form and Its Transformations -- The Impact of Connecting a Wind Power Plant on Emergency Modes of a traction substation of an AC traction system -- Air Quality Assessment Based on the Selection of Fitting Anomaly Detection methods |
| Summary |
The books 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 2426, 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 |
| Notes |
Includes bibliographical references |
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Online resource; title from PDF title page (SpringerLink, viewed April 25, 2022) |
| Subject |
Manufacturing processes -- Data processing -- Congresses
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Engineering -- Data processing -- Congresses
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Engineering -- Data processing
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Manufacturing processes -- Data processing
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Hu, Zhengbing, editor.
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Petoukhov, Sergey, editor
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Yanovsky, Felix, editor
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He, Matthew, editor.
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| ISBN |
9783031038778 |
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3031038770 |
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