Advances in Artificial Systems for Power Engineering II (Lecture Notes on Data Engineering and Communications Technologies)

Preface
Organization
	Conference Organizers and Supporters
Contents
Conceptual Model of Agro-Industrial Cyborg
	Abstract
	1 Introduction
	2 Cyborg as a Bridge Between Natural and Man-Made Origins
	3 From the Plough Ad Astra and Back
	4 Sustainable Development Goals—The Circle is Completed on the Agro-Industrial Complex
	5 Countryman Conservatism
	6 Agro-Industrial Complex Transformation
	7 The Agrocyborg—The Farm Labourer of the Future
	8 Agrocyborg as an Effective Fighter Against Meta-parasitic Phenomena Immanent in Modern Civilization
	9 Conclusions
	Acknowledgements
	References
Cluster Analysis of the Loading Time-Series with the Aim of Consistent Durability Estimation
	Abstract
	1 Introduction
	2 Peculiarities of the Agriculture Machines Loading
	3 Method
	4 Case Study. The Process Under Investigation
	5 Results and Discussion
	6 Conclusions
	Acknowledgements
	References
Intellectual Biotechnical Systems in Livestock: Theoretical Aspects
	Abstract
	1 Introduction
	2 Purpose of Research
	3 Theoretical Aspects of a Research
	4 Possible Application
	5 Conclusion
	References
Intelligent Systems of Telemedicine Monitoring for Countryside and Agriculture
	Abstract
	1 Introduction
	2 Technical Principles and Structure of the Telemedicine Platform
	3 Methods
	4 Results of the Telemedicine Platform Pilot Running
	5 Discussion
	6 Conclusion
	Acknowledgments
	References
Neuroeconomic Modeling of Distributed Barter Systems
	Abstract
	1 Instruction
	2 Materials and Methods
	3 Results
	4 Discussion
	5 Conclusions
	References
The Use of Vegetation Indices in Comparison to Traditional Methods for Assessing Overwintering of Grain Crops in the Breeding Process
	Abstract
	1 Introduction
	2 Materials and Methods
		2.1 Study Area
		2.2 Ground Studies
		2.3 Unmanned Aerial Vehicle Platform and Sensor
		2.4 Data Processing
	3 Results
	4 Summary and Conclusions
	References
The Hybrid Detection Methodology of Attacks for 5G
	Abstract
	1 Introduction
	2 Conceptions and Existing Materials
		2.1 Virtualized Wireless Network Function
	3 Security Problems of 5G and Description of Approach
	4 Methodology
	5 Experiments
	6 Experimental Results and Discussion
	7 Conclusion
	References
Islanding and Grid Disturbance Detection Based on Multi-SVMs Delay Validation in Synchronous Dominated Microgrids
	Abstract
	1 Introduction
	2 Support Vector Machine-Based Islanding Detection Method
		2.1 Basic Principles and Mathematical Derivation of Support Vector Machine
		2.2 Proposed Islanding Detection Method
	3 Model Establishment and Simulation Results
		3.1 Topology and Model Building in RTDS
		3.2 Results of Simulation in RTDS
		3.3 Results Analysis of Support Vector Machine-Based Islanding Detection Method
	4 Conclusion
	Acknowledgment
	References
Smooth Switching Strategy for Hydropower Microgrid with Auxiliary Load Shedding Control
	Abstract
	1 Instruction
	2 State Conversion of Hydroelectric Microgrid
		2.1 Composition of Small Hydropower Microgrid
		2.2 State Switching of Small Hydropower Microgrid
			2.2.1 Grid-Connected and Off-Grid State Recognition
			2.2.2 Grid-Connected and Off-Grid State Switching
	3 Control Model of Hydropower Units
		3.1 Rational
		3.2 Control Model
	4 On-Line and Off-Line Switching Strategy of Hydropower Microgrid
		4.1 Objective Function
		4.2 Constraint Condition
		4.3 Simulation Analysis
	5 Summary and Conclusion
	Acknowledgment
	References
Automatic Identification Technology for Distribution Terminals Based on Unlicensed LPWAN
	Abstract
	1 Introduction
	2 Low Power Wide Area Network
		2.1 Unlicensed Spectrum Low Power Wide Area Network
		2.2 LoRa in the Distribution Network
	3 Automatic Identification of Power Distribution Terminal
		3.1 Information Model Establishment
		3.2 Automatic Identification of Terminal Equipment
	4 Conclusion
	Acknowledgment
	References
Multi-machine Joint Video Tracking Mechanism and Its Application for Substation Safety Protection
	Abstract
	1 Instruction
	2 Detection of Moving Targets
	3 Moving Target Tracking
		3.1 Moving Target Tracking Method
		3.2 Cam-Shift Tracking Algorithm
	4 Multi-machine Joint Video Tracking Experiment Verification
		4.1 Research on Helmet Detection Algorithm
		4.2 Analysis of Experimental Results
	5 Conclusion
	References
Substation Equipment Defect Identification Method Based on Mask R-CNN Algorithm
	Abstract
	1 Instruction
	2 Method of Time-Series Data Curve Alignment
		2.1 Defects of Substation Equipment
		2.2 Substation Defect Recognition Algorithm
	3 Mask R-CNN Algorithm and Principle
		3.1 Mask R-CNN Algorithm
		3.2 Mask R-CNN for Edge Computing
			3.2.1 Correlation Coefficient Derivation
			3.2.2 Weight Parameter Sharing
	4 Mask R-CNN Substation Defect Recognition Experiment Verification
		4.1 Recognition Result of Substation Equipment Set
		4.2 Defect Recognition Results
		4.3 Results Irovement
	5 Conclusion
	References
Comprehensive Evaluation Method and Index System for Electric-Hydrogen-Storage Integrated Energy Network
	Abstract
	1 Introduction
	2 Construction of IEN Evaluation Index System
	3 Consider the Random Perturbations and the Applicability Analysis
	4 Multi-dimensional Evaluation Model of IEN
	5 Example Analysis
	6 Summary and Conclusion
	Acknowledgements
	References
Multi-objective Optimal Scheduling for Electricity Hydrogen ESSs Integrated Network in Chongli Winter Olympics Zone
	Abstract
	1 Introduction
	2 IEN Architecture
	3 Objective Function
		3.1 IEN Operating Costs
			3.1.1 Operation Cost of Wind and PV Unit
			3.1.2 Punishment Cost of Abandoning Wind and PV
			3.1.3 Operating Cost of Hydrogen Energy Storage
			3.1.4 Line Loss Cost
		3.2 Environmental Cost of IEN
	4 The Constraint Conditions
		4.1 Constraints on Power Grid
			4.1.1 New Energy Primary Resource Constraint
			4.1.2 Power Flow Constraint of Power Grid
		4.2 Hydrogen Network Constraints
			4.2.1 Hydrogen Storage Constraints of Hydrogen Energy Storage Equipment
			4.2.2 Constraints of Hydrogen Network Air Pressure and Power Flow
	5 Analysis of Examples
		5.1 Basic Data
		5.2 Single Objective Optimization
			5.2.1 Comparison of Operating Costs and Environmental Costs Under Different hydrogen Prices
			5.2.2 Optimization Comparison of Operating Cost and Environmental Cost in Different PV and Wind Output Scenarios
		5.3 Multi-objective Optimization
		5.4 Example of the Analysis Results
	6 Summary and Prospect
	Acknowledgments
	References
The Evaluation Index System of Electric Power Industry Supply Chain Management Based on FAHP
	Abstract
	1 Introduction
	2 QBENS-Based Electric Power Industry Supply Chain Management Evaluation Index System
	3 Evaluation Method Based on FAHP
		3.1 Construction of the Fuzzy Consensus Decision Matrix
		3.2 Calculation of the Weight of Each Secondary Index
		3.3 Determination of Comprehensive Evaluation Score
	4 Case Study
		4.1 Case Selection
		4.2 Evaluation Process
		4.3 Result Discussion
	5 Conclusions
	References
Using the Morphological Approach by the Creation of Innovative Renewable Energy Sources at the Conceptual Design Stage
	Abstract
	1 Introduction
	2 Morphological Approach
	3 Power Supply of Stratospheric Platforms
	4 Parametric Optimization and Variants Comparison
	5 Morphological Analysis Hydrogen Generation for Renewable Energy Systems
	6 Results and Discussion
	7 Summary and Conclusion
	References
Automation of the Monitoring in Metal Cutting Operations as Fast-Variable Processes Using Artificial Intelligence Methods
	Abstract
	1 Instruction
	2 Monitoring Automation Stages
		2.1 Methodology
		2.2 Description of Experimental Data
		2.3 Spectral Analysis of Signals Based on the Approximation Approach in the Time Domain
		2.4 Identifying Cutting Conditions Using Structural Parametric Analysis
		2.5 Cutting Data Classification
	3 Discussion
	4 Summary and Conclusion
	Acknowledgment
	References
Virtual Simulation of the Surgery of Installing Transitional Implant Dentures for the Two-Stage Dental Implant Osteointegration Period
	Abstract
	1 Instruction
	2 Basic Relations of Continuum Mechanics
	3 Temporary Denture Simulation
		3.1 Purpose of Research
		3.2 The Preliminary Biomechanical Analysis of Prototypes of the Fixed Bridge-Like Dentures Established on Transitional Implants
		3.3 Biomechanical Analysis of a Full-Scale Model
	4 Summary and Conclusion
	Acknowledgment
	References
Methodology of a Comprehensive Assessment of the Potential of Regional Energy
	Abstract
	1 Introduction
		1.1 Background and Relevance of the Study
		1.2 Literature Review
	2 Methodology of Comprehensive Assessment of Regional Energy Potential
		2.1 Assessment of Available Energy Generation Capacities in the Region
		2.2 Analysis of the Level of Provision of the Region with Energy Resources
		2.3 Analysis of “Green” Resources for the Production of Heat and Electricity in the Region
		2.4 Decision-Making Based on the Results of the Analysis
	3 The Potential of the Energy System of the Tver Region
	4 Summary and Conclusion
	References
A Concept of Cloud Knowledge Portal for Intelligent Decision Support in Additive Lattice Structure Formation from Aluminum Powder
	Abstract
	1 Introduction
	2 Material and Methods
		2.1 Equipment, Materials and Software
		2.2 Materials for Additive Manufacturing
	3 Design and Calculation of Laser Additive Process Parameters
		3.1 Calculation of Laser Additive Process Parameters for a Single Line
		3.2 Performing Single Line Laser Cladding
	4 Construction of a Lattice Periodic Structure on the Surface of an Aluminum Alloy Plate
	5 Discussion of the Research Results
	6 Summary and Conclusion
	Acknowledgment
	References
Author Index