11353nam 2200553 450 99646439910331620220713123627.0981-16-7210-5(CKB)4950000000283634(MiAaPQ)EBC6789377(Au-PeEL)EBL6789377(OCoLC)1280517972(PPN)258857072(PPN)258297581(EXLCZ)99495000000028363420220713d2021 uy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierRecent advances in sustainable energy and intelligent systems 7th international conference on life system modeling and simulation, LSMS 2021 and 7th international conference on intelligent computing for sustainable energy and environment, ICSEE 2021, Hangzhou, China, October 30 - November 1, 2021, proceedings, part II /Kang Li [and five others], editorsSingapore :Springer,[2021]©20211 online resource (569 pages)Communications in Computer and Information Science ;1468981-16-7209-1 Intro -- Preface -- Organization -- Contents - Part II -- Power and Energy Systems -- Coordinative Voltage Control of Building in Supporting Electric Vehicle Integration in Distribution Networks -- 1 Introduction -- 2 Potential of HPs in Supporting EV Integration -- 2.1 Load Profile -- 2.2 EV and HP Coordination Within One House -- 2.3 EV and HP Loads Within Multiple Houses -- 3 Impacts on the Electricity Distribution Network -- 3.1 Scenario 1 - EVs and HPs at Every House Without Coordination -- 3.2 Scenario 2 - EVs and HPs with Coordination Within a Single House -- 3.3 Scenario 3 - EVs and HPs at Every House with Coordination of Multiple House on the Network -- 4 Conclusion -- References -- Intellectualizing Network Distribution: A Case in the Ruyi New District in Hohhot -- 1 Introduction -- 2 Results and Discuss -- 2.1 The Intellectualizing Upgradation of the Present Distribution Network -- 2.2 Construction of the Intelligent Distribution Network -- 3 Conclusion -- References -- Classifications of Lithium-Ion Battery Electrode Property Based on Support Vector Machine with Various Kernels -- 1 Introduction -- 2 Key Steps in Battery Electrode Manufacturing -- 3 Technology -- 3.1 Support Vector Machine Classification -- 3.2 Performance Indicators -- 4 Result and Discussion -- 5 Conclusions -- References -- Robot Platform for Live Working in Distribution Network -- 1 Introduction -- 2 Robot Platform Design -- 2.1 Mobile Chassis -- 2.2 Upper Installation System -- 2.3 Control System -- 3 Finite Element Analysis -- 4 Experiments -- 4.1 Mechanical Performance Test of Insulating Arm -- 4.2 Electrical Performance Test -- 4.3 Application Test -- 5 Conclusion -- References -- A Novel Optimization Algorithm for Solving Parameters Identification of Battery Model -- 1 Introduction -- 2 Model and Problem Approach -- 2.1 Battery Energy Store Model.2.2 Relation Curve Between OCV and SOC -- 2.3 Objective Function -- 3 Improved JAYA Algorithm -- 3.1 Self-adaptive Weight -- 3.2 Experience-Based Learning Strategy -- 3.3 Chaotic Elite Learning Method -- 4 Results and Analysis -- 5 Conclusions -- References -- Steady-State Modeling and Power Flow Calculation of Integrated Electric-Gas Coupling Energy System Based on Energy Circuit Theory -- 1 Introduction -- 2 Integrated Energy System Modeling Based on the Energy Circuit Theory of Electric-Gas Coupling -- 2.1 Unified Energy Approach Methodology -- 2.2 Mathematical Model of Electrical Interrotation Based on Unified Energy Circuit Theory -- 2.3 Steady-State Model of Gas Path -- 2.4 Power Grid Model -- 3 PSO-Newton Power Flow Calculation Method -- 4 Analysis of Calculation Examples -- 5 Conclusion -- References -- Study on the Prediction of Indoor Temperature and Thermal Load on Different Floors in a Community -- 1 Introduction -- 2 Typical User Analysis of the Community -- 3 Methods -- 3.1 Correlation Analysis of Input Variables -- 3.2 Methods -- 4 Analysis of Results and Discussion -- 4.1 Thermal Demand -- 4.2 TA-1,TA-2,TA-6Predictive Analysis -- 4.3 TLPrediction -- 5 Conclusion -- References -- Multi-objective Optimization of Electric Vehicle and Unit Commitment Considering Users Satisfaction: An Improved MOEA/D Algorithm -- 1 Introduction -- 2 Problem Model -- 2.1 The Objective Function -- 2.2 Limitations of the Model -- 3 Improvement of MOEA/D Algorithm -- 3.1 Limitations of the Model -- 3.2 Improvement of Solution Update Mode -- 3.3 Selection of the Optimal Value -- 3.4 Algorithm Steps -- 4 Experimental Results and Analysis -- 4.1 Parameter Description -- 4.2 The Experimental Results Show -- 5 Conclusion -- References -- Modeling of Supercritical Once-Through Boiler-Turbine Units Based on Improved Sine and Cosine Algorithm -- 1 Introduction.2 Model Description -- 2.1 The Pulverizing System -- 2.2 The Boiler and Attemperator Section -- 2.3 The Turbine Section -- 3 Improved Sine and Cosine Algorithm -- 4 Parameter Identification and Simulation -- 4.1 Unknown Function -- 4.2 Illustrative Example -- 5 Conclusion -- References -- Energy Storage Capacity Optimization for Deviation Compensation in Dispatching Grid-Connected Wind Power -- 1 Introduction -- 2 The Impact of Scheduling Deviation Distribution Characteristics on Energy Storage Capacity Allocation -- 2.1 Error Distribution Analysis -- 2.2 The Energy Storage Capacity Demand for Deviation Compensation -- 3 Optimal Energy Storage Capacity Allocation Considering Load Variation and Operating Costs in Power System Dispatch -- 3.1 Scheduling Optimization Considering Load Variations -- 3.2 Scheduling Optimizing Considering Operating Costs -- 4 A Case Study -- 5 Discussions and Conclusions -- 6 Patents -- References -- An H-ELM Based Equivalent Droop Control for Hybrid Power Systems -- 1 Introduction -- 2 Droop Control of PV Power Plant and BESS -- 2.1 Droop Control of BESS -- 2.2 Droop Control of PV -- 3 Equivalent Droop Control of Hybrid Power System -- 3.1 H-ELM -- 3.2 ELM Neural Network -- 3.3 ELM Sparse Autoencoder -- 3.4 Training Data of H-ELM -- 4 Simulation Results -- 5 Conclusion -- References -- Energy-Efficient Operation Curve Optimization for High-Speed Train Based on GSO Algorithm -- 1 Introduction -- 2 Analysis of Energy-Saving Operation and Its Control Impact Based on ATO -- 2.1 Analysis of High-Speed Train Operation Process -- 2.2 Analysis of High-Speed Train Operation Manipulation Strategy -- 3 Energy-Efficient Operation System Method and Basic Control Strategy -- 3.1 Performance Indicators for Operating Curve Optimization -- 3.2 Analysis of Train Operation Curve Optimization Process.4 Solution Methodology Based on GSO Algorithm -- 5 Simulation and Verification -- 6 Conclusion and Summary -- References -- Research on Punctual and Energy-Efficient Train Driving Strategy Based on Two-Stage Allocation of Redundant Running Time -- 1 Introduction -- 2 Energy-Efficient Train Control Problem -- 2.1 The Train Dynamics -- 2.2 Train Driving Regimes -- 2.3 Train Energy Consumption Modelling -- 2.4 Mathematical Model of Energy-Efficient Train Control -- 3 Two-Stage Allocation of Redundant Running Time -- 3.1 Time-Optimal Speed Profile -- 3.2 Energy-Efficient Sequence of Driving Regimes -- 3.3 Two-Stage Allocation of Redundant Running Time -- 3.4 Relationship Between Allocated Redundant Running Time and Saved Energy -- 4 Case Study -- 4.1 Data of Train and Line -- 4.2 Time-Optimal Speed Profile -- 4.3 First-Stage Optimized Speed Profile -- 4.4 Second-Stage Optimized Speed Profile -- 5 Conclusion -- References -- Computational Intelligence in Utilization of Clean and Renewable Energy Resources, and Intelligent Modelling, Control and Supervision for Energy Saving and Pollution Reduction -- Optimization Design of Flexible Solar Cell Interconnect Based on Submodel Method -- 1 Introduction -- 2 Research Object and Physical Model -- 3 Finite Element Analysis of the Model -- 3.1 FE Analysis of the Full Model -- 3.2 FE Analysis of Interconnect Submodel -- 4 Optimal Design of Stress-Reducing Ring -- 4.1 Mathematical Model of Optimization -- 4.2 Optimization Algorithm -- 4.3 Optimization Result -- 5 Conclusion -- References -- Hybrid Neural Network Method of the Lithium-Ion Battery Remaining Useful Life Prediction -- 1 Introduction -- 2 Hybrid Neural Network -- 3 Prediction Experiment and Analysis -- 3.1 Research Contents -- 3.2 Data Source and Prediction Evaluation Criteria -- 3.3 Model Prediction Experiment.3.4 Comparisons of Different Prediction Methods -- 4 Conclusion -- References -- A New Kind of Cross Line Based Crossover Used for Energy Saving and Security Enhancement of Industrial Wireless System -- 1 Introduction -- 2 Signal Propagation Loss Analysis -- 3 Beamforming Theory Analysis -- 4 Structure of the Crossover -- 5 Validation -- 6 Conclusion -- References -- Review of Machine Learning for Short Term Load Forecasting -- 1 Introduction -- 2 A Brief Introduction to Machine Learning for LSTM -- 2.1 ANN -- 2.2 SVM -- 2.3 KNN -- 2.4 Related Work -- 3 Conclusion -- References -- Design of an Online Detection System for High-Power Submerged Arc Furnace with Magnetic Field Difference -- 1 Introduction -- 2 Magnetic Field Differential Array Detection Model -- 3 System Design and Implementation -- 4 System Solution Verification -- 5 Conclusion -- References -- Distributed Model Predictive Active Power Control for Large-Scale Wind Farm Based on ADMM Algorithm -- 1 Introduction -- 2 Architecture of DMPC -- 2.1 Configuration of a Wind Farm -- 2.2 Concept of DMPC -- 3 DMPC Active Power Control of Wind Farm -- 3.1 Predictive Model -- 3.2 Optimization Problem Formulation -- 3.3 Solution Based on ADMM -- 4 Case Study -- 5 Conclusion -- References -- Modelling and Practical Stability Analysis of Wind Turbines with Battery Energy Storage System Based on Dwell Time -- 1 Introduction -- 2 Modelling of WT/BESS -- 2.1 Modelling of WT -- 2.2 BESS Model -- 2.3 Modelling of WT/BESS -- 3 Practical Stability Based on the Dwell Time for WT/BESS -- 4 Simulation Result -- 5 Conclusion -- References -- Intelligent Methods in Developing Electric Vehicles, Energy Conversion Devices and Equipment -- Design of DC Electric Parameter Measurement System -- 1 Introduction -- 2 System Design -- 2.1 MCU Minimum System -- 2.2 Voltage Acquisition Module.2.3 Resistance Measurement Module.Communications in computer and information science ;1468.Computer simulationCongressesComputer networksCongressesComputer architectureCongressesComputer simulationComputer networksComputer architecture003.3Li KangMiAaPQMiAaPQMiAaPQBOOK996464399103316Recent advances in sustainable energy and intelligent systems2899859UNISA