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Challenges and Opportunity with Big Data [[electronic resource] ] : 19th Monterey Workshop 2016, Beijing, China, October 8 – 11, 2016, Revised Selected Papers / / edited by Lin Zhang, Lei Ren, Fabrice Kordon
Challenges and Opportunity with Big Data [[electronic resource] ] : 19th Monterey Workshop 2016, Beijing, China, October 8 – 11, 2016, Revised Selected Papers / / edited by Lin Zhang, Lei Ren, Fabrice Kordon
Edizione [1st ed. 2017.]
Pubbl/distr/stampa Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017
Descrizione fisica 1 online resource (VIII, 209 p. 121 illus.)
Disciplina 005.1
Collana Programming and Software Engineering
Soggetto topico Software engineering
Artificial intelligence
Computer communication systems
Computer system failures
Special purpose computers
Algorithms
Software Engineering
Artificial Intelligence
Computer Communication Networks
System Performance and Evaluation
Special Purpose and Application-Based Systems
Algorithm Analysis and Problem Complexity
ISBN 3-319-61994-2
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto A Hybrid M&S Methodology for Knowledge Discovery -- A Model-driven Visualization System Based on DVDL -- A Practical Energy Modeling Method for Industrial -- An Optimization Method for User Interface Components Based on Big Data -- Clustering-based Data Aggregation and Routing for Real-time Wireless HART Communication -- Constrained Semantic Grammar Enabled Question Answering System0.3 -- Information Composition Analysis and Adaptation Access of CNC Lathes in Cloud Manufacturing -- Interactive Animation Editing Based on Sketch Interaction -- Manufacturing Service Reconfiguration Optimization using Hybrid Bees Algorithm in Cloud Manufacturing -- Mobile Phone-based tourist Spatial-Temporal Behavior Record and Analysis System -- Multi-Source Information Intelligent Collection and Monitoring of CNC Machine Tools Based on Multi-Agent Ontology Management and Ontology Reuse in Web Environment -- Research on the shortest path of two places in urban based on improved ant colony algorithm -- RUL Prediction of Bearings based on Mixture of Gaussians Bayesian Belief Network and Support Vector Data Description -- Social Recommendation Terms:Probabilistic Explanation and Optimization -- Towards a Holistic Method for Business Process - Traffic Flow Prediction with improved SOPIO-SVR algorithm -- Workshop Multi-source Information IntelliSense Method based on IPv6 Intelligent Terminal.
Record Nr. UNISA-996466192403316
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017
Materiale a stampa
Lo trovi qui: Univ. di Salerno
Opac: Controlla la disponibilità qui
Challenges and Opportunity with Big Data [[electronic resource] ] : 19th Monterey Workshop 2016, Beijing, China, October 8 – 11, 2016, Revised Selected Papers / / edited by Lin Zhang, Lei Ren, Fabrice Kordon
Challenges and Opportunity with Big Data [[electronic resource] ] : 19th Monterey Workshop 2016, Beijing, China, October 8 – 11, 2016, Revised Selected Papers / / edited by Lin Zhang, Lei Ren, Fabrice Kordon
Edizione [1st ed. 2017.]
Pubbl/distr/stampa Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017
Descrizione fisica 1 online resource (VIII, 209 p. 121 illus.)
Disciplina 005.1
Collana Programming and Software Engineering
Soggetto topico Software engineering
Artificial intelligence
Computer communication systems
Computer system failures
Special purpose computers
Algorithms
Software Engineering
Artificial Intelligence
Computer Communication Networks
System Performance and Evaluation
Special Purpose and Application-Based Systems
Algorithm Analysis and Problem Complexity
ISBN 3-319-61994-2
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto A Hybrid M&S Methodology for Knowledge Discovery -- A Model-driven Visualization System Based on DVDL -- A Practical Energy Modeling Method for Industrial -- An Optimization Method for User Interface Components Based on Big Data -- Clustering-based Data Aggregation and Routing for Real-time Wireless HART Communication -- Constrained Semantic Grammar Enabled Question Answering System0.3 -- Information Composition Analysis and Adaptation Access of CNC Lathes in Cloud Manufacturing -- Interactive Animation Editing Based on Sketch Interaction -- Manufacturing Service Reconfiguration Optimization using Hybrid Bees Algorithm in Cloud Manufacturing -- Mobile Phone-based tourist Spatial-Temporal Behavior Record and Analysis System -- Multi-Source Information Intelligent Collection and Monitoring of CNC Machine Tools Based on Multi-Agent Ontology Management and Ontology Reuse in Web Environment -- Research on the shortest path of two places in urban based on improved ant colony algorithm -- RUL Prediction of Bearings based on Mixture of Gaussians Bayesian Belief Network and Support Vector Data Description -- Social Recommendation Terms:Probabilistic Explanation and Optimization -- Towards a Holistic Method for Business Process - Traffic Flow Prediction with improved SOPIO-SVR algorithm -- Workshop Multi-source Information IntelliSense Method based on IPv6 Intelligent Terminal.
Record Nr. UNINA-9910484548303321
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Configurable intelligent optimization algorithm [[electronic resource] ] : design and practice in manufacturing / / by Fei Tao, Lin Zhang, Yuanjun Laili
Configurable intelligent optimization algorithm [[electronic resource] ] : design and practice in manufacturing / / by Fei Tao, Lin Zhang, Yuanjun Laili
Autore Tao Fei
Edizione [1st ed. 2015.]
Pubbl/distr/stampa Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015
Descrizione fisica 1 online resource (364 p.)
Disciplina 519.3
Collana Springer Series in Advanced Manufacturing
Soggetto topico Computer-aided engineering
Manufactures
Computer mathematics
Computer-Aided Engineering (CAD, CAE) and Design
Manufacturing, Machines, Tools, Processes
Computational Science and Engineering
ISBN 3-319-08840-8
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto From the Contents: Brief History and Overview of Intelligent Optimization Algorithms -- Recent Advances of intelligent optimization algorithms in manufacturing -- Dynamic Configuration Intelligent Optimization Algorithms -- Improvement and hybridization of Intelligent Optimization Algorithms DC-OIA.
Record Nr. UNINA-9910299856303321
Tao Fei  
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Dementia in Parkinson's disease : everything you need to know / / edited by Lin Zhang, John M. Olichney
Dementia in Parkinson's disease : everything you need to know / / edited by Lin Zhang, John M. Olichney
Pubbl/distr/stampa London, England : , : IntechOpen, , [2022]
Descrizione fisica 1 online resource (238 pages) : illustrations
Disciplina 362.19683
Soggetto topico Dementia - Research
Parkinson's disease - Psychological aspects
ISBN 1-83968-844-0
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Altri titoli varianti Dementia in Parkinson’s Disease
Record Nr. UNINA-9910586651003321
London, England : , : IntechOpen, , [2022]
Materiale a stampa
Lo trovi qui: Univ. Federico II
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Dementia in Parkinson's Disease : Everything you Need to Know / / edited by Lin Zhang, John M. Olichney
Dementia in Parkinson's Disease : Everything you Need to Know / / edited by Lin Zhang, John M. Olichney
Pubbl/distr/stampa London : , : IntechOpen, , 2022
Descrizione fisica 1 online resource (236 pages) : illustrations
Disciplina 616.8
Soggetto topico Parkinson's disease
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Altri titoli varianti Dementia in Parkinson’s Disease
Dementia in Parkinson’s Disease
Record Nr. UNINA-9910688270203321
London : , : IntechOpen, , 2022
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Heterogeneous Vehicular Networks [[electronic resource] /] / by Kan Zheng, Lin Zhang, Wei Xiang, Wenbo Wang
Heterogeneous Vehicular Networks [[electronic resource] /] / by Kan Zheng, Lin Zhang, Wei Xiang, Wenbo Wang
Autore Zheng Kan
Edizione [1st ed. 2016.]
Pubbl/distr/stampa Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016
Descrizione fisica 1 online resource (93 p.)
Disciplina 620
Collana SpringerBriefs in Electrical and Computer Engineering
Soggetto topico Electrical engineering
Computer communication systems
Communications Engineering, Networks
Computer Communication Networks
ISBN 3-319-25622-X
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Introduction -- Architecture of Heterogeneous Vehicular Networks -- Efficient MAC Mechanisms for Heterogeneous Vehicular Networks -- Resource Allocation in Heterogeneous Vehicular Networks -- Conclusions and Outlook. .
Record Nr. UNINA-9910253961703321
Zheng Kan  
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Intelligent Networked Things : 5th China Conference, CINT 2022, Urumqi, China, August 7-8, 2022, Revised Selected Papers / / Lin Zhang [and three others], editors
Intelligent Networked Things : 5th China Conference, CINT 2022, Urumqi, China, August 7-8, 2022, Revised Selected Papers / / Lin Zhang [and three others], editors
Edizione [1st ed. 2022.]
Pubbl/distr/stampa Singapore : , : Springer, , [2022]
Descrizione fisica 1 online resource (549 pages)
Disciplina 006.3
Collana Communications in Computer and Information Science Series
Soggetto topico Artificial intelligence
Internet of things
ISBN 981-19-8915-X
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Access, Perception, and Prediction in Intelligent Networked Things -- Prediction of the Melt Pool Size in Single-layer Single-channel Selective Laser Melting Based on Neural Network -- Implementation of Underwater Vehicle Pipeline Inspection Based on Machine Vision -- Underwater Target Tracking Algorithm Based on Optical Flow -- Risk Monitoring Data Upload System for Safety Production of Hazardous Chemicals -- Joint Feature Fusion Approach to Human Pose Estimation Using mmWave Rader -- Question Answering Based On Entity-aware Self-attention -- TGNN:A GNN-based Method with Multi-Entity Node for Personal Banking Time Prediction -- Spatial-Temporal Adaptive Graph Convolution with Attention Network for Traffic Forecasting -- Sentiment Analysis of Online Travel Reviews Based on Capsule Network and Sentiment Lexicon -- A Sentiment Analysis Model for Car Review Texts Based On Adversarial Training and Whole Word Mask BERT -- Bi-Convolution Matrix Factorization Algorithm Based On Improved ConvMF -- A Novel Defect Detection Method for Insulators of Power Transmission Line Based on YOLOv5 -- Multi-Objective Optimization Based Viscosity Prediction for Inks in Direct Ink Writing Numerical Simulations -- A Meta-Learning-Based Object Detection Method for Custom Grasping in Human-Robot Collaboration -- A knowledge-Embedding-Based Approach for Process-Decision Knowledge Mining -- A Knowledge Content Matching Degree Calculation Method Supporting Process Knowledge Recommendation -- Control of Intelligent Networked Things -- Fault-tolerant Control for Underwater Vehicle with Actuator Saturation and Faults -- Event-Triggered Kernel Recursive Least Squares Algorithm -- Distributed Fault-Tolerant Formation Control of Nonholonomic Mobile Robots with SSA Parameter Optimization -- Set-Membership Estimation for Nonlinear Parameter-Varying Systems -- Adaptive Synchronization of Fractional-Order Multiplex Networks via Quantized Control -- Synchronization in Fixed/Preassigned time of Inertial Neural Networks with Time-varying Delay -- A Deep Reinforcement Learning Based Leader-Follower Control Policy for Swarm Systems -- Research on the Key Technology of Digital Twin-driven Fracture Reduction Robot Force Control -- A Data-driven Feedforward Control Design Method for Nonlinear Systems -- Tracking Error Boundary of Novel Stable Inversion Based Feedforward Control for a Class of Non-minimum Phase Systems -- Modeling, Simulation and Optimization of Intelligent Networked Things -- Resource Scheduling Algorithm for Heterogeneous High-Performance Clusters -- ieSTGCN:A Mining Model of Skeleton Spatio-temporal Graph -- Deep Recurrent Q-Network for Cloud Manufacturing Scheduling Problems -- Fixed-Time Bipartite Consensus for Multi-agent Systems Subjected to External Disturbances -- Study on Method of Extraction and Clustering of Model Construction Style -- Evaluation of Motion Planning Algorithms for Underground Mobile Robots -- Optimization of Ethanol Fermentation Based on Design of Dynamic Experiments -- Uncertain Economic order Quantity Model for Perishable Items with Shelf Life -- Distributed Processing of Continuous Range Queries over Moving Objects -- Scaled Consensus of Switched Multi-agent Systems with Controller Failure and Time-Varying Delay -- Resilient Event-Triggered Distributed Resource Allocation for Multi-Agent Systems under DoS Attacks -- A Method and Implementation of Automatic Requirement Tracking and Verification for Complex Products Based On X Language -- Global Mittag-Leffler Stability of Fractional-Order Inertial Complex-Valued Neural Networks -- Distributed Fixed-Time Consensus and Optimization for Second-Order Multi-Agent Systems -- Emergency Evacuation Route Planning of Cruise Ship Based on Intelligent Optimization Algorithm -- Model Library System Based on Multi-Domain Simulation Model Integration Interface -- Multi-Agent Path Finding Algorithm of Merged Node Rule and Bounded Focal Search -- Dynamic Scheduling Method of Multi-objective Job Shop Based on Reinforcement Learning -- A Runtime Verification Tool for Distributed Simulation Systems.
Record Nr. UNINA-9910647385903321
Singapore : , : Springer, , [2022]
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Intelligent Networked Things : 5th China Conference, CINT 2022, Urumqi, China, August 7-8, 2022, Revised Selected Papers / / Lin Zhang [and three others], editors
Intelligent Networked Things : 5th China Conference, CINT 2022, Urumqi, China, August 7-8, 2022, Revised Selected Papers / / Lin Zhang [and three others], editors
Edizione [1st ed. 2022.]
Pubbl/distr/stampa Singapore : , : Springer, , [2022]
Descrizione fisica 1 online resource (549 pages)
Disciplina 006.3
Collana Communications in Computer and Information Science Series
Soggetto topico Artificial intelligence
Internet of things
ISBN 981-19-8915-X
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Access, Perception, and Prediction in Intelligent Networked Things -- Prediction of the Melt Pool Size in Single-layer Single-channel Selective Laser Melting Based on Neural Network -- Implementation of Underwater Vehicle Pipeline Inspection Based on Machine Vision -- Underwater Target Tracking Algorithm Based on Optical Flow -- Risk Monitoring Data Upload System for Safety Production of Hazardous Chemicals -- Joint Feature Fusion Approach to Human Pose Estimation Using mmWave Rader -- Question Answering Based On Entity-aware Self-attention -- TGNN:A GNN-based Method with Multi-Entity Node for Personal Banking Time Prediction -- Spatial-Temporal Adaptive Graph Convolution with Attention Network for Traffic Forecasting -- Sentiment Analysis of Online Travel Reviews Based on Capsule Network and Sentiment Lexicon -- A Sentiment Analysis Model for Car Review Texts Based On Adversarial Training and Whole Word Mask BERT -- Bi-Convolution Matrix Factorization Algorithm Based On Improved ConvMF -- A Novel Defect Detection Method for Insulators of Power Transmission Line Based on YOLOv5 -- Multi-Objective Optimization Based Viscosity Prediction for Inks in Direct Ink Writing Numerical Simulations -- A Meta-Learning-Based Object Detection Method for Custom Grasping in Human-Robot Collaboration -- A knowledge-Embedding-Based Approach for Process-Decision Knowledge Mining -- A Knowledge Content Matching Degree Calculation Method Supporting Process Knowledge Recommendation -- Control of Intelligent Networked Things -- Fault-tolerant Control for Underwater Vehicle with Actuator Saturation and Faults -- Event-Triggered Kernel Recursive Least Squares Algorithm -- Distributed Fault-Tolerant Formation Control of Nonholonomic Mobile Robots with SSA Parameter Optimization -- Set-Membership Estimation for Nonlinear Parameter-Varying Systems -- Adaptive Synchronization of Fractional-Order Multiplex Networks via Quantized Control -- Synchronization in Fixed/Preassigned time of Inertial Neural Networks with Time-varying Delay -- A Deep Reinforcement Learning Based Leader-Follower Control Policy for Swarm Systems -- Research on the Key Technology of Digital Twin-driven Fracture Reduction Robot Force Control -- A Data-driven Feedforward Control Design Method for Nonlinear Systems -- Tracking Error Boundary of Novel Stable Inversion Based Feedforward Control for a Class of Non-minimum Phase Systems -- Modeling, Simulation and Optimization of Intelligent Networked Things -- Resource Scheduling Algorithm for Heterogeneous High-Performance Clusters -- ieSTGCN:A Mining Model of Skeleton Spatio-temporal Graph -- Deep Recurrent Q-Network for Cloud Manufacturing Scheduling Problems -- Fixed-Time Bipartite Consensus for Multi-agent Systems Subjected to External Disturbances -- Study on Method of Extraction and Clustering of Model Construction Style -- Evaluation of Motion Planning Algorithms for Underground Mobile Robots -- Optimization of Ethanol Fermentation Based on Design of Dynamic Experiments -- Uncertain Economic order Quantity Model for Perishable Items with Shelf Life -- Distributed Processing of Continuous Range Queries over Moving Objects -- Scaled Consensus of Switched Multi-agent Systems with Controller Failure and Time-Varying Delay -- Resilient Event-Triggered Distributed Resource Allocation for Multi-Agent Systems under DoS Attacks -- A Method and Implementation of Automatic Requirement Tracking and Verification for Complex Products Based On X Language -- Global Mittag-Leffler Stability of Fractional-Order Inertial Complex-Valued Neural Networks -- Distributed Fixed-Time Consensus and Optimization for Second-Order Multi-Agent Systems -- Emergency Evacuation Route Planning of Cruise Ship Based on Intelligent Optimization Algorithm -- Model Library System Based on Multi-Domain Simulation Model Integration Interface -- Multi-Agent Path Finding Algorithm of Merged Node Rule and Bounded Focal Search -- Dynamic Scheduling Method of Multi-objective Job Shop Based on Reinforcement Learning -- A Runtime Verification Tool for Distributed Simulation Systems.
Record Nr. UNISA-996508666203316
Singapore : , : Springer, , [2022]
Materiale a stampa
Lo trovi qui: Univ. di Salerno
Opac: Controlla la disponibilità qui
Methods and Applications for Modeling and Simulation of Complex Systems : 21st Asia Simulation Conference, AsiaSim 2022, Changsha, China, December 9-11, 2022, Proceedings, Part II
Methods and Applications for Modeling and Simulation of Complex Systems : 21st Asia Simulation Conference, AsiaSim 2022, Changsha, China, December 9-11, 2022, Proceedings, Part II
Autore Fan Wenhui
Pubbl/distr/stampa Singapore : , : Springer, , 2023
Descrizione fisica 1 online resource (639 pages)
Disciplina 003.3
Altri autori (Persone) ZhangLin
LiNi
SongXiao
Collana Communications in Computer and Information Science
Soggetto non controllato Artificial Intelligence
Computer Networks
Computer Simulation
Computers
ISBN 981-19-9195-2
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Intro -- Preface -- Organization -- Contents - Part II -- Contents - Part I -- Application of Modeling/Simulation in Science/Engineering/ Society/Economy/Management/ Energy/Transportation/ Life/Biology/Medicine etc. -- Flux Modelling of Membrane Bioreactor Process Plant Using Optimized-BPNN -- 1 Introduction -- 2 Artificial Neural Network Principle -- 2.1 Data Preprocessing -- 2.2 Performance Evaluation -- 2.3 Back-Propagation Neural Network -- 3 ANN Based MBR Model Development -- 4 Results and Discussion -- 5 Conclusion -- References -- An Efficient Method of Calculating Stress Intensity Factor for Surface Cracks in Holes Under Uni-variant Stressing -- 1 Introduction -- 2 General Weight Function Method -- 3 Construction of the Matrix of Reference Solutions -- 3.1 Sensitivity of Parameters -- 3.2 Influence of Parameters of Hole Shape -- 3.3 Conclusions of Sensitivity Analysis -- 4 Application -- 5 Conclusion -- References -- Modeling and Simulation Based on Concurrent FC-AE-1553 Network -- 1 Introduction -- 2 Topology Modeling of FC-AE-1553 Networks -- 2.1 Bus Topology Model -- 2.2 Switched Topology Model -- 3 Message Modeling of Concurrent FC-AE-1553 Network -- 4 Network Schedule Modeling Based on Priority -- 4.1 Periodic Scheduling Optimization Mechanism -- 4.2 Burst Scheduling Optimization Mechanism -- 5 Simulation and Analysis -- 6 Conclusion -- References -- Research on Modeling and Simulation Method of Laser System for Multi-domain Unified Model -- 1 Introduction -- 2 Modeling and Simulation Method of Laser System for Multi Domain Unified Model -- 2.1 Modeling Method of Laser System Based on Lumped Parameter Method -- 2.2 Co-simulation Method of Opto-Mechanical System Based on Multi-domain Unified Model -- 3 Modeling and Simulation Experiment of Laser System -- 3.1 Optical Component Model Based on Modelica.
3.2 Laser System Simulation in Sysplorer -- 4 Conclusion -- References -- Fast Electromagnetic Scattering Modeling of Complex Scenes Based on Multi-scale Coherent Computation -- 1 Introduction -- 2 Integrated Scattering Modeling Principle of Multi-scale Target and Complex Environment -- 3 Bouncing Ray Method Based on Curvature Adaptive Subdivision -- 3.1 Beam Tracking Based on Curvature Adaptive Subdivision -- 3.2 Field Strength Tracking -- 3.3 Far Field Integral -- 4 Scattering Correction of Rough Surface Based on Multi-scale Coherent Superposition -- 5 Simulation Results and Analysis -- 5.1 Typical Target Scattering Calculation -- 5.2 Scattering Calculation of Sea Surface Environment -- 5.3 Application Verification of Coupling Electromagnetic Scattering in Complex Scene -- 6 Summary -- References -- Pixelated Image Abstraction via Power Diagram -- 1 Introduction -- 2 Related Work -- 2.1 Power Diagram -- 2.2 CCCPD -- 2.3 Image Abstraction -- 3 Image Abstraction Based on Power Diagram -- 3.1 Overall Method -- 3.2 Pre-processing and Density Initialization -- 3.3 Image Segmentation Based on the Power Diagram -- 3.4 Color Filling -- 4 Experiment -- 4.1 Results Analysis -- 4.2 Abstract Controlling -- 4.3 Comparison -- 5 Conclusion -- References -- SMT Component Defection Reassessment Based on Siamese Network -- 1 Introduction -- 2 Proposed Method -- 2.1 Siamese Network -- 2.2 Loss Function -- 2.3 Detailed Detection Scheme -- 3 Experiments -- 3.1 Experimental Data -- 3.2 Optimization -- 3.3 Results and Evaluation -- 3.4 Conclusion -- References -- Real Time Traffic Sign Recognition Algorithm Based on SG-YOLO -- 1 Introduction -- 2 Related Work -- 2.1 Traditional Detection Methods -- 2.2 Deep-Learning Based Detection Methods -- 3 Principles of Algorithm -- 4 SG-YOLO Network Model -- 4.1 Ghost-Bottleneck -- 4.2 Channel Attention Mechanism.
4.3 SG-YOLO Network Architecture -- 4.4 DIoU Loss Function -- 5 Experiments and Analysis -- 5.1 Experimental Environment -- 5.2 Evaluation Metrics -- 5.3 Dataset and Processing -- 5.4 Results and Analysis -- 6 Conclusions -- References -- Research on Task Oriented Reliability Simulation Evaluation and Maintenance Strategy Optimization of Degraded System -- 1 Introduction -- 2 Introduction -- 2.1 Component System -- 2.2 Multi-component System -- 3 Reliability Model of Degraded System -- 3.1 Multi-state Transfer Process -- 3.2 System Availability Model -- 4 Research on Reliability Modeling of Degraded System -- 4.1 Multi Component System Interaction -- 4.2 Simulation Model Design -- 4.3 Simulation Algorithm Design -- 5 Case Analysis -- 5.1 Model Assumptions -- 5.2 Result Analysis -- 6 Summary -- References -- A Campus Scene Navigation Scheme Based on MPCC Dynamic Obstacle Avoidance Method -- 1 Introduction -- 2 System Overview -- 2.1 System Hardware -- 2.2 System Modules -- 3 Proposed Method -- 3.1 Static Obstacle Collision Detection Based on Voxel Grid -- 3.2 MPCC-Based Dynamic Obstacle Avoidance Strategy -- 4 Experiment -- 5 Conclusion and Future Work -- References -- Numerical Simulation of Ship Tank Sloshing Based on MPS Method -- 1 Introduction -- 2 MPS Method -- 2.1 Mathematical Formulation -- 2.2 Procedure of Numerical Simulation -- 3 Validation -- 4 Numerical Results -- 4.1 Description of Test Cases -- 4.2 Snapshots of Flow Field -- 5 Conclusions -- References -- Simulation Study of Dynamic Reactive Power Optimization in Distribution Network with DG Based on Improved Lion Swarm Algorithm -- 1 Introduction -- 2 The RPO Model -- 2.1 The Objective Function -- 2.2 Constraints -- 2.3 Reactive Power of the Distributed Power Supply -- 3 The Time Division Method -- 4 An Improved LSO Algorithm -- 4.1 Principles of the LSO algorithm.
4.2 The Random Black Hole Mechanism -- 5 Simulation Analysis -- 6 Conclusion -- References -- Observation Geometry Improvement of BDS by Near-Space Balloons in Regional Navigation Augmentation -- 1 Introduction -- 2 Methodology -- 3 Experiment Design and Results -- 3.1 Experiment Design -- 3.2 Experiment Design -- 4 Conclusion -- References -- Application of FE Simulation Method in the Field of Electrical Contact Performance Analysis -- 1 Introduction -- 2 Analysis Method of Electrical Contact Performance Based on FE Simulation -- 2.1 Mechanical Field Simulation -- 2.2 Thermoelectric Coupling Field Simulation -- 3 FE Simulation Results and Discussion -- 3.1 Mechanical Field -- 3.2 Thermoelectric Field -- 4 Conclusion -- References -- Damage Localization and Imaging of Composite Materials Based on Sparse Reconstruction Using Lamb Wave Anisotropy Propagation Model -- 1 Introduction -- 2 Theory -- 2.1 Damage Imaging Problem as a Sparse Reconstruction Problem -- 2.2 Lamb Wave Scattering Model in Composite Fiber Laminate -- 3 Methodology -- 3.1 Damage Dictionary Construction -- 3.2 Sparse Reconstruction Solution and Damage Localization Imaging -- 4 Experimental Research and Result Analysis -- 5 Conclusion -- References -- 5G Wireless Network Digital Twin System Based on High Precision Simulation -- 1 Introduction -- 2 Communication System Simulation -- 2.1 Fundamentals of Communication System Simulation -- 2.2 Wireless Communication Propagation Model -- 3 5G Wireless Network Digital Twin System Construction and Application Research -- 3.1 Construction of 5G Wireless Network Digital Twin System -- 3.2 Application Research of 5G Wireless Network Digital Twin System -- 4 Conclusion -- References -- A Hardware-in-the-Loop Microgrid Simulation Method Based on TwinCAT3-Take Black Start as An Example -- 1 Introduction.
2 Construction of Microgrid Equipment Model -- 2.1 Equipment Modelling -- 2.2 From MATLAB/Simulink to TwinCAT3 -- 3 Construction of the Simulation Environment -- 4 Verification of Hardware-in-the-Loop Simulation Method for Microgrid Based on TwinCAT3 -- 5 Conclusion -- References -- Day-Ahead Scheduling of PV Consumption in Distribution Networks Based on Demand Response of Multiple Types of Customer-Side Loads -- 1 Introduction -- 2 User-Side Load Modeling -- 2.1 Distributed PV Output Load Modeling -- 2.2 Residential Customer Load Model -- 2.3 Commercial User Load Model -- 2.4 Electric Vehicle Charging Load Model -- 3 Day-Ahead Dispatch Model of a Distribution Network Based on Customer-Side Demand Response -- 3.1 Demand Response Incentive Costs -- 3.2 Customer Satisfaction Assessment and Demand Response Balance Point Modeling -- 3.3 Demand Response Day Dispatch Model -- 3.4 Binding Conditions -- 3.5 Demand Response Day Dispatch Model -- 3.6 Model Solving Method -- 4 Algorithm Simulation -- 4.1 Algorithm Parameters -- 4.2 The Role of Demand Response in Suppressing Node Voltage Fluctuations -- 4.3 Analysis of Incentive Cost Results for Scenario 2 -- 4.4 Analysis of User Satisfaction Results for Scenario 3 -- 4.5 Demand Response Balance Point Analysis -- 5 Conclusion -- References -- A Simulink-Based Control Method for Energy Storage Assisted Black-Start -- 1 Introduction -- 2 Architecture of Energy Storage Assisted Black-Start -- 2.1 Microgrid System Structure -- 2.2 Analysis of Black Start Capability of Energy Storage Devices -- 2.3 Energy Storage Assisted Black Start Strategy -- 3 Microgrid System Modeling and Control Implementation -- 3.1 Microgrid Simulink Simulation Model Building -- 3.2 Black Start Control Strategy Implementation -- 4 Simulation Results Analysis -- 4.1 Simulink Simulation Results Analysis -- 4.2 Practical Engineering Applications.
5 Conclusion.
Record Nr. UNINA-9910637738703321
Fan Wenhui  
Singapore : , : Springer, , 2023
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Methods and Applications for Modeling and Simulation of Complex Systems : 21st Asia Simulation Conference, AsiaSim 2022, Changsha, China, December 9-11, 2022, Proceedings, Part II
Methods and Applications for Modeling and Simulation of Complex Systems : 21st Asia Simulation Conference, AsiaSim 2022, Changsha, China, December 9-11, 2022, Proceedings, Part II
Autore Fan Wenhui
Pubbl/distr/stampa Singapore : , : Springer, , 2023
Descrizione fisica 1 online resource (639 pages)
Disciplina 003.3
Altri autori (Persone) ZhangLin
LiNi
SongXiao
Collana Communications in Computer and Information Science
Soggetto non controllato Artificial Intelligence
Computer Networks
Computer Simulation
Computers
ISBN 981-19-9195-2
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Intro -- Preface -- Organization -- Contents - Part II -- Contents - Part I -- Application of Modeling/Simulation in Science/Engineering/ Society/Economy/Management/ Energy/Transportation/ Life/Biology/Medicine etc. -- Flux Modelling of Membrane Bioreactor Process Plant Using Optimized-BPNN -- 1 Introduction -- 2 Artificial Neural Network Principle -- 2.1 Data Preprocessing -- 2.2 Performance Evaluation -- 2.3 Back-Propagation Neural Network -- 3 ANN Based MBR Model Development -- 4 Results and Discussion -- 5 Conclusion -- References -- An Efficient Method of Calculating Stress Intensity Factor for Surface Cracks in Holes Under Uni-variant Stressing -- 1 Introduction -- 2 General Weight Function Method -- 3 Construction of the Matrix of Reference Solutions -- 3.1 Sensitivity of Parameters -- 3.2 Influence of Parameters of Hole Shape -- 3.3 Conclusions of Sensitivity Analysis -- 4 Application -- 5 Conclusion -- References -- Modeling and Simulation Based on Concurrent FC-AE-1553 Network -- 1 Introduction -- 2 Topology Modeling of FC-AE-1553 Networks -- 2.1 Bus Topology Model -- 2.2 Switched Topology Model -- 3 Message Modeling of Concurrent FC-AE-1553 Network -- 4 Network Schedule Modeling Based on Priority -- 4.1 Periodic Scheduling Optimization Mechanism -- 4.2 Burst Scheduling Optimization Mechanism -- 5 Simulation and Analysis -- 6 Conclusion -- References -- Research on Modeling and Simulation Method of Laser System for Multi-domain Unified Model -- 1 Introduction -- 2 Modeling and Simulation Method of Laser System for Multi Domain Unified Model -- 2.1 Modeling Method of Laser System Based on Lumped Parameter Method -- 2.2 Co-simulation Method of Opto-Mechanical System Based on Multi-domain Unified Model -- 3 Modeling and Simulation Experiment of Laser System -- 3.1 Optical Component Model Based on Modelica.
3.2 Laser System Simulation in Sysplorer -- 4 Conclusion -- References -- Fast Electromagnetic Scattering Modeling of Complex Scenes Based on Multi-scale Coherent Computation -- 1 Introduction -- 2 Integrated Scattering Modeling Principle of Multi-scale Target and Complex Environment -- 3 Bouncing Ray Method Based on Curvature Adaptive Subdivision -- 3.1 Beam Tracking Based on Curvature Adaptive Subdivision -- 3.2 Field Strength Tracking -- 3.3 Far Field Integral -- 4 Scattering Correction of Rough Surface Based on Multi-scale Coherent Superposition -- 5 Simulation Results and Analysis -- 5.1 Typical Target Scattering Calculation -- 5.2 Scattering Calculation of Sea Surface Environment -- 5.3 Application Verification of Coupling Electromagnetic Scattering in Complex Scene -- 6 Summary -- References -- Pixelated Image Abstraction via Power Diagram -- 1 Introduction -- 2 Related Work -- 2.1 Power Diagram -- 2.2 CCCPD -- 2.3 Image Abstraction -- 3 Image Abstraction Based on Power Diagram -- 3.1 Overall Method -- 3.2 Pre-processing and Density Initialization -- 3.3 Image Segmentation Based on the Power Diagram -- 3.4 Color Filling -- 4 Experiment -- 4.1 Results Analysis -- 4.2 Abstract Controlling -- 4.3 Comparison -- 5 Conclusion -- References -- SMT Component Defection Reassessment Based on Siamese Network -- 1 Introduction -- 2 Proposed Method -- 2.1 Siamese Network -- 2.2 Loss Function -- 2.3 Detailed Detection Scheme -- 3 Experiments -- 3.1 Experimental Data -- 3.2 Optimization -- 3.3 Results and Evaluation -- 3.4 Conclusion -- References -- Real Time Traffic Sign Recognition Algorithm Based on SG-YOLO -- 1 Introduction -- 2 Related Work -- 2.1 Traditional Detection Methods -- 2.2 Deep-Learning Based Detection Methods -- 3 Principles of Algorithm -- 4 SG-YOLO Network Model -- 4.1 Ghost-Bottleneck -- 4.2 Channel Attention Mechanism.
4.3 SG-YOLO Network Architecture -- 4.4 DIoU Loss Function -- 5 Experiments and Analysis -- 5.1 Experimental Environment -- 5.2 Evaluation Metrics -- 5.3 Dataset and Processing -- 5.4 Results and Analysis -- 6 Conclusions -- References -- Research on Task Oriented Reliability Simulation Evaluation and Maintenance Strategy Optimization of Degraded System -- 1 Introduction -- 2 Introduction -- 2.1 Component System -- 2.2 Multi-component System -- 3 Reliability Model of Degraded System -- 3.1 Multi-state Transfer Process -- 3.2 System Availability Model -- 4 Research on Reliability Modeling of Degraded System -- 4.1 Multi Component System Interaction -- 4.2 Simulation Model Design -- 4.3 Simulation Algorithm Design -- 5 Case Analysis -- 5.1 Model Assumptions -- 5.2 Result Analysis -- 6 Summary -- References -- A Campus Scene Navigation Scheme Based on MPCC Dynamic Obstacle Avoidance Method -- 1 Introduction -- 2 System Overview -- 2.1 System Hardware -- 2.2 System Modules -- 3 Proposed Method -- 3.1 Static Obstacle Collision Detection Based on Voxel Grid -- 3.2 MPCC-Based Dynamic Obstacle Avoidance Strategy -- 4 Experiment -- 5 Conclusion and Future Work -- References -- Numerical Simulation of Ship Tank Sloshing Based on MPS Method -- 1 Introduction -- 2 MPS Method -- 2.1 Mathematical Formulation -- 2.2 Procedure of Numerical Simulation -- 3 Validation -- 4 Numerical Results -- 4.1 Description of Test Cases -- 4.2 Snapshots of Flow Field -- 5 Conclusions -- References -- Simulation Study of Dynamic Reactive Power Optimization in Distribution Network with DG Based on Improved Lion Swarm Algorithm -- 1 Introduction -- 2 The RPO Model -- 2.1 The Objective Function -- 2.2 Constraints -- 2.3 Reactive Power of the Distributed Power Supply -- 3 The Time Division Method -- 4 An Improved LSO Algorithm -- 4.1 Principles of the LSO algorithm.
4.2 The Random Black Hole Mechanism -- 5 Simulation Analysis -- 6 Conclusion -- References -- Observation Geometry Improvement of BDS by Near-Space Balloons in Regional Navigation Augmentation -- 1 Introduction -- 2 Methodology -- 3 Experiment Design and Results -- 3.1 Experiment Design -- 3.2 Experiment Design -- 4 Conclusion -- References -- Application of FE Simulation Method in the Field of Electrical Contact Performance Analysis -- 1 Introduction -- 2 Analysis Method of Electrical Contact Performance Based on FE Simulation -- 2.1 Mechanical Field Simulation -- 2.2 Thermoelectric Coupling Field Simulation -- 3 FE Simulation Results and Discussion -- 3.1 Mechanical Field -- 3.2 Thermoelectric Field -- 4 Conclusion -- References -- Damage Localization and Imaging of Composite Materials Based on Sparse Reconstruction Using Lamb Wave Anisotropy Propagation Model -- 1 Introduction -- 2 Theory -- 2.1 Damage Imaging Problem as a Sparse Reconstruction Problem -- 2.2 Lamb Wave Scattering Model in Composite Fiber Laminate -- 3 Methodology -- 3.1 Damage Dictionary Construction -- 3.2 Sparse Reconstruction Solution and Damage Localization Imaging -- 4 Experimental Research and Result Analysis -- 5 Conclusion -- References -- 5G Wireless Network Digital Twin System Based on High Precision Simulation -- 1 Introduction -- 2 Communication System Simulation -- 2.1 Fundamentals of Communication System Simulation -- 2.2 Wireless Communication Propagation Model -- 3 5G Wireless Network Digital Twin System Construction and Application Research -- 3.1 Construction of 5G Wireless Network Digital Twin System -- 3.2 Application Research of 5G Wireless Network Digital Twin System -- 4 Conclusion -- References -- A Hardware-in-the-Loop Microgrid Simulation Method Based on TwinCAT3-Take Black Start as An Example -- 1 Introduction.
2 Construction of Microgrid Equipment Model -- 2.1 Equipment Modelling -- 2.2 From MATLAB/Simulink to TwinCAT3 -- 3 Construction of the Simulation Environment -- 4 Verification of Hardware-in-the-Loop Simulation Method for Microgrid Based on TwinCAT3 -- 5 Conclusion -- References -- Day-Ahead Scheduling of PV Consumption in Distribution Networks Based on Demand Response of Multiple Types of Customer-Side Loads -- 1 Introduction -- 2 User-Side Load Modeling -- 2.1 Distributed PV Output Load Modeling -- 2.2 Residential Customer Load Model -- 2.3 Commercial User Load Model -- 2.4 Electric Vehicle Charging Load Model -- 3 Day-Ahead Dispatch Model of a Distribution Network Based on Customer-Side Demand Response -- 3.1 Demand Response Incentive Costs -- 3.2 Customer Satisfaction Assessment and Demand Response Balance Point Modeling -- 3.3 Demand Response Day Dispatch Model -- 3.4 Binding Conditions -- 3.5 Demand Response Day Dispatch Model -- 3.6 Model Solving Method -- 4 Algorithm Simulation -- 4.1 Algorithm Parameters -- 4.2 The Role of Demand Response in Suppressing Node Voltage Fluctuations -- 4.3 Analysis of Incentive Cost Results for Scenario 2 -- 4.4 Analysis of User Satisfaction Results for Scenario 3 -- 4.5 Demand Response Balance Point Analysis -- 5 Conclusion -- References -- A Simulink-Based Control Method for Energy Storage Assisted Black-Start -- 1 Introduction -- 2 Architecture of Energy Storage Assisted Black-Start -- 2.1 Microgrid System Structure -- 2.2 Analysis of Black Start Capability of Energy Storage Devices -- 2.3 Energy Storage Assisted Black Start Strategy -- 3 Microgrid System Modeling and Control Implementation -- 3.1 Microgrid Simulink Simulation Model Building -- 3.2 Black Start Control Strategy Implementation -- 4 Simulation Results Analysis -- 4.1 Simulink Simulation Results Analysis -- 4.2 Practical Engineering Applications.
5 Conclusion.
Record Nr. UNISA-996503563903316
Fan Wenhui  
Singapore : , : Springer, , 2023
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