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Umfang: 1 online resource (252 pages)

ISBN: 3-030-80531-X

Serie: Advances in Intelligent Systems and Computing ; 1403

Anmerkung: Intro -- Contents -- Optimal Dispatch of Combined Cooling, Heating and Power Microgrid with Advanced Adiabatic Compressed Air Energy Storage -- 1 Introduction -- 2 Modeling of AA-CAES Under CCHP Mode -- 2.1 Description of AA-CAES Combined Cooling, Heating and Power Generation -- 2.2 Dispatch Model of Trigeneration AA-CAES -- 3 Optimal Dispatch of CCHP System -- 3.1 Objective -- 3.2 Constraints -- 4 Case Study -- 4.1 System Setting -- 4.2 Results and Discussion -- 5 Conclusions -- References -- Chatbots as a Tool to Optimize the Educational Process -- 1 Introduction -- 2 Literature Review -- 3 Methodology for Using Chatbots in the Activities of the University -- 3.1 Chatbots in the Organization of the Educational Process -- 3.2 Methods of Studying Chatbots by Students in the Discipline "Artificial Intelligent and Neurotechnology" -- 3.3 Chatbots as a Training Tool -- 4 An Example of Creating a Chatbot in the Telegram -- 5 Results and Discussion -- 6 Conclusions -- References -- Intelligent System of Computer Aided Processes Planning -- 1 Introduction -- 2 Constructing of Conceptual Models -- 3 Constructing of Knowledge Bases -- 4 Conclusions -- References -- Micro-level Modeling of Traffic Flows Through Signalized Crossroads of an Arbitrary Structure -- 1 Introduction -- 2 Review of Mathematical Micro-level Models of TFs and Their Application to Signalized Intersections -- 3 The Proposed Models -- 3.1 Representation of Crossroads Structure and Traffic Organization -- 3.2 Traffic Flow Through an Intersection as an Event-Switched Process -- 4 Ways of the Proposed Approach Application for Traffic Control Options Optimization -- 5 Discussion and Conclusions -- References -- Polypolar Coordination by the Multifocal Lemniscates -- 1 Introduction -- 2 Polypolar Lemniscus Coordinate System -- 3 Metric Coordinates ρ -- 4 Angular Coordinates φ. , 5 Coordinate Families -- 6 φ-parameterization -- 7 1f-Polar CS: Passage to the Limit -- 8 Symmetries in Polypolar Coordination -- 9 Focal Approximation of Empirical Form -- 10 Conclusion -- References -- Non-intrusive Load Identification Decision Method Based on Time Signatures -- 1 Introduction -- 2 Establish Load Characteristics Library -- 2.1 Load Characteristics Selection -- 2.2 Load Characteristics Modeling -- 3 Non-intrusive Load Identification Decision Method Combining Time Characteristics -- 3.1 Mean-Shift Clustering Algorithm -- 3.2 Bayesian Classification Method -- 4 Experimental Results and Analysis -- 4.1 Parameter Settings -- 4.2 Parameter Settings -- 5 Conclusions -- References -- Research on Non-intrusive Load Identification Method Based on Support Vector Machine -- 1 Introduction -- 2 SVM Nonlinear Classifier -- 2.1 SVM Linear Classifier -- 2.2 SVM Nonlinear Classifier Based on RBF Kernel Function -- 3 Detection and Feature Extraction of Electrical Appliances -- 3.1 Event Detection -- 3.2 Characteristic Calculation -- 4 Construction of Load Classifier -- 4.1 Two Class Classifier Training -- 4.2 Multiple Classifier Training -- 5 Load Classification Test Analysis -- 5.1 Testing Environment -- 5.2 Analysis of Test Results -- 6 Conclusions -- References -- Intelligent Detection of Electricity Stealing by Replacing Instrument Transformer Based on Daily Load Date Mining -- 1 Introduction -- 2 Relationship Between Electricity Stealing Replacing Instrument Transformer and Line Loss -- 3 Using Pearson Correlation Coefficient to Identity Electricity Stealing of Replacing Instrument Transformer -- 3.1 Principle of Pearson Correlation Coefficient -- 3.2 Application of Pearson Correlation in Electricity Stealing Detection -- 4 Case Verification and Analysis -- 4.1 Typical Case Verification -- 4.2 Typical Case Analysis -- 5 Conclusions. , References -- Fuzzy Management of Teacher-Student Interaction in Distance Learning Settings -- 1 Introduction -- 2 Literature Review on the Research Issue -- 3 Theoretical Aspects of the Study -- 4 A Cognitive Model of Interaction of the Teacher and Students -- 4.1 The Model of Information Transmission -- 4.2 Model of Perception of Information -- 4.3 The Information Interaction Model -- 5 Practical Implementation and Results -- 6 Conclusions -- References -- Evaluation Method of Distributed Renewable Energy Access to Distribution Network Based on Variable Weight Theory -- 1 Introduction -- 2 Index System of Carrying Capacity of Distributed Renewable Energy Access Distribution Network -- 2.1 Refer to the Evaluation Index Proposed in DL/T + 2041-2019 -- 2.2 Calculation Index of Safety and Reliability -- 2.3 Calculation Index of Operation Economy Index -- 3 Fuzzy Comprehensive Evaluation Method Based on Variable Weight Theory -- 3.1 Variable Weight Theory -- 3.2 Fuzzy Comprehensive Evaluation Method Based on Variable Weight Theory -- 4 Theoretical Example Analysis -- 4.1 Basic Information of Calculation Example -- 4.2 Index Calculation Results -- 4.3 Index Weight Calculation -- 5 Conclusions -- References -- Research on Realization Technology of Arc Grounding Fault on Distribution Network on Field Test Data -- 1 Instruction -- 2 Distribution Network Practical-Test-Platform -- 3 Modeling Analysis of Intermittent Arc Grounding Fault -- 3.1 Arc Grounding Fault Model -- 3.2 Development Process of Intermittent Arc Grounding Fault -- 4 Realization Technology of Arc Grounding Fault -- 4.1 Arc Grounding Fault Simulation Device -- 4.2 Simulation Process of Intermittent Arc Grounding Fault -- 5 Numerical Simulations -- 5.1 Neutral Ungrounded System -- 5.2 Low Resistance Grounding System -- 6 Summary and Conclusion -- References. , Research on Reactive Power Compensation Configuration of Wind Farm Integration -- 1 Introduction -- 2 Composition of Reactive Power Loss in Wind Power Engineering -- 3 Principle of Reactive Power Compensation Configuration -- 4 Theoretical Calculation Method of Reactive Power Compensation Configuration -- 4.1 Calculation of the Line Reactive Loss and Charging Power -- 4.2 Calculation of the Transformer Reactive Power Loss -- 4.3 Calculation of the Reactive Power Compensation Device Capacity -- 5 Case Study -- 6 Conclusions -- References -- Two Stage Stochastic Scheduling Model of Integrated Energy System with Renewable Energy Considering Demand Response -- 1 Introduction -- 2 Coordination of Generator Side Reserve and Demand Response -- 2.1 Interruptible Load and Positive Rotation Reserve -- 2.2 Negative Spinning Reserve and TOU Price -- 3 Analysis of the Response Model of Electricity Price -- 3.1 Elasticity Index -- 3.2 Modeling of Consumer Price Response in Integrated Energy System -- 4 Two Stage Model Based on Scenarios -- 4.1 Objective Function -- 4.2 First Stage Constraints -- 4.3 Second Stage Constraints -- 4.4 Joint Constraint of the First Stage and the Second Stage -- 5 Example Analysis -- 6 Conclusions -- References -- Evaluation of Distribution Equipment Utilization Based on Data Driven -- 1 Instruction -- 2 Influence Factors of Distribution Equipment Utilization -- 3 Indicators of Distribution Equipment Utilization -- 3.1 In-Serve Equipment Utilization -- 3.2 Retired Equipment Utilization -- 3.3 Comprehensive Utilization of Distribution Network Equipment -- 4 Data Processing and Key Influence Factors Mining -- 4.1 Normalization of Influence Factors -- 4.2 Multiple Linear Regression Modeling -- 5 Equipment Utilization Prediction Based on Convolution Neural Network -- 5.1 Convolution Neural Network. , 5.2 Basic Process of Equipment Utilization Prediction -- 6 Case Study -- 6.1 Key Factor Screening -- 6.2 CNN Prediction Model -- 6.3 Analysis of Prediction Results of Target Year -- 7 Conclusion -- References -- Approaches to Validation of Quantification of the Variable "Relationship Between Users" in the Context of Social Engineering Attacks -- 1 Introduction -- 2 Related Works -- 3 Statement of the Problem -- 4 Research Methods -- 4.1 Conducting Additional Survey/Surveys -- 4.2 Empirical Validity: Correlating Questions -- 5 Discussion of the Results -- 6 Conclusions -- References -- Parametric Oscillations at Delays in the Forces of Elasticity and Damping -- 1 Introduction -- 2 Equations of the System -- 3 Solving Equations -- 4 Stability of Stationary Movements -- 5 Calculations -- 6 Conclusions -- References -- A Coordinated Dispatching Model for HDR-PV Hybrid Power System: A Zero-Sum Game Approach -- 1 Introduction -- 2 A Hybrid Power System Architecture for HDR and PV -- 3 Zero-sum Game Dispatching Model of HDR-PV Hybrid Power System -- 3.1 Zero-sum Game Pattern -- 3.2 Operation Model of HDR Generation -- 3.3 Output Power Model of PV Plant -- 4 Optimization Method -- 4.1 Optimization Objective -- 4.2 Constraints -- 4.3 Conversion of Lower Level Problem -- 5 Case Study -- 5.1 System Parameters -- 5.2 Results Analysis -- 6 Conclusions -- References -- Category Splices and Modeling with Their Help Chemical Systems and Biomolecules -- 1 Introduction -- 2 Categorical Splices and Their Properties -- 3 Category Model of Systems of Quantum Particles -- 4 Category Chemical Bond Models for Algebraic Biology -- 5 Conclusion -- References -- Consensus Algorithm Based Distributed Coordinated Control for ESSs Integrated Off-grid PV Station -- 1 Introduction -- 2 Graph Theory Based Consistency Control. , 3 Distributed Coordinated Control for Off-grid PV Station.

Weitere Ausg.: ISBN 3-030-80530-1

Sprache: Englisch

Schlagwort(e): Congressos ; Llibres electrònics ; Congressos ; Llibres electrònics