Applied Mathematics, Modeling and Computer Simulation

Proceedings of AMMCS 2022

C.-H. Chen, A. Scapellato, A. Barbiero, Chi-Hua Chen, Andrea Scapellato, Alessandro Barbiero, Dmitry G. Korzun

• Publisher: SAGE Publications Ltd
• Year: 2022
• Print ISBN: 9781643683522
• eBook ISBN: 9781643683539
• Edition: 1
• Topic: Computer Science
• Subtopic: Computer Science General
• Index: Computer Science

Applied mathematics, together with modeling and computer simulation, is central to engineering and computer science and remains intrinsically important in all aspects of modern technology. This book presents the proceedings of AMMCS 2022, the 2nd International Conference on Applied Mathematics, Modeling and Computer Simulation, held in Wuhan, China, on 13 and 14 August 2022, with online presentations available for those not able to attend in person due to continuing pandemic restrictions. The conference served as an open forum for the sharing and spreading of the newest ideas and latest research findings among all those involved in any aspect of applied mathematics, modeling and computer simulation, and offered an ideal platform for bringing together researchers, practitioners, scholars, professors and engineers from all around the world to exchange the newest research results and stimulate scientific innovation. More than 150 participants were able to exchange knowledge and discuss the latest developments at the conference. The book contains 127 peer-reviewed papers, selected from more than 200 submissions and ranging from the theoretical and conceptual to the strongly pragmatic; all addressing industrial best practice. Topics covered included mathematical modeling and application, engineering applications and scientific computations, and simulation of intelligent systems. The book shares practical experiences and enlightening ideas and will be of interest to researchers and practitioners in applied mathematics, modeling and computer simulation everywhere.

Table of contents

• Title Page
• Preface
• About the Conference
• Contents
• Study on Characteristics of Hydro-Pneumatic Suspension in Passenger Cars
• Asteroid Mining Model Based on Global Equity
• Research on Logging Strategy in Northeast China Forest Area Based on Evaluation Result-Oriented Decision Model
• Water Quality Monitoring System Based on Water Outlet Hydroelectric Power Generation
• 3D Printing System and Method of Organic Polymer Solar Cell Device Based on Blockchain
• Design of Water Flow Alarm Based on Fuzzy Control
• Random Access Mechanism Based on Priority Discrimination in Internet of Things
• Simulation Research and Development of New Marine Simulator Based on Videotrace
• Forward-Backward Diffusion and Pruning-Based Cost Aggregation for Non-Local Stereo Matching
• Effect of Transmission Lines Arrangement on Drag and Lift Coefficients: A Numerical Study
• Research on the Influencing Factors of Quality and Safety Control of the Whole Industrial Chain of Agricultural Products Based on LDA Model - From the Perspective of Agricultural Leading Enterprises
• System-Level Performance Evaluation for Multiple IoV Applications
• Malicious Code Detection Based on Convolutional Neural Network and Information Enhancement Algorithms
• Failure Analysis of Ship-Borne Mast Based on Finite Element Method
• Modeling of Autonomous Grasping Method for UAV Guided by Vision
• Satellite Model Refinement for Approaching Disabled Satellites Using Modified Least Square Method
• The Co-Movements Analysis of Military Expenditure Based on Complex Network Approach
• Measuring the Influence on the Traffic Flow from Cooperation Between Civil Aviation and High-Speed Rail Under the Hub-Integrated Mode
• Simulation Research on Helicopter Airframe Vibration Reduction Based on Intelligent Control
• Saturated Finite-Time Control for Uncertain Multi-agent Systems with Uncertainties and Disturbances
• An Optimization Method of Radar Deployment Based on Detection Probability Combining PSO Algorithm with Variable Weight
• Simulation Research on Green Energy Trading Market Under Multi-Periods Trading
• A Weak-Strong Competition Model with Robin and Free Boundary Conditions
• Confidence Evaluation Algorithm of Aerospace Software Based on Deep Auto-Encoding Network
• Impulse Operation of Ethanol Fermentation Coupled Membrane Separation Based on Adaptive-MPC
• Sentiment Analysis of Air Conditioning Users' Comments on e-Commerce Platform Based on NLP Technology
• Analysis and Optimization of Low-Voltage and High-Current Matrix Current-Doubler Rectifiers Integrated Magnetic Components
• Measurement and Modeling of Long Multi-Conductor Shielded Cable Based on Fast Vector Fitting Algorithm
• Analysis and Optimization of Coil Loss in Mobile Phone Wireless Power Transfer System
• ST-AGNN: Spatial-Temporal Attention Graph Neural Network for Pedestrian Trajectory Prediction
• Robust Optimal Investment and Reinsurance Strategy Under Related Conditions
• Simulation and Analysis of Dynamic Characteristics of Tilt Rotor/Wing Coupling System
• CAE Optimization Analysis and Design of Injection Mold Cooling System for Digital Camera Battery Cover
• Selection and Warpage Deformation Optimization of Clamshell Parts Based on CAE Technology
• Design of Intelligent Scheduling System for Wine Grape Agricultural Equipment Based on User Requirement
• An Optimization Model of Dam Water Resources Dynamic Scheduling
• Inquiry of C4 Olefin Chemical Technology Based on Statistical Modeling
• Health Assessment of Higher Education System Based on 3D Baseline Cube Model
• Gold or BTC: The Best Trading Strategy
• Facial Expression Recognition Based on Improved Residual Network
• High-Performance Batched LU Decomposition on GPU
• Research on Control System of Upper Limb Rehabilitation Training Based on Reinforcement Learning
• A Deep Learning-Based Model for Classifying Malicious Network Traffic
• Simulation Analysis of Slope Stability Strengthened by Frame Anchor Considering Anchor Failure
• Analysis of the Influence of Foundation Pit Excavation on Adjacent Metro Tunnel
• Research on the Evaluation Index System of Autonomous Ship Berthing and Unberthing Function
• Ontology Construction for Building Fire Emergency Response
• Dynamic Analysis of Bifurcations for a Class of Fractional-Order Controlled Model with Damping
• Estimating Hidden Parameters from a Dataset with Large Amount of Missing Data
• A Recommender System for Healthy Food Choices Based on Integer Programming
• Research on Optimization Model of Traffic Light Timing Based on Multi-Objective Programming-Take Jude Road, Haizhu District, Guangzhou City as an Example
• The Tunnel Fire Emergency Response Ontology Construction
• Core-Firm Financial Structure on Reverse Factoring with Machine Learning Models
• An Improved Method of Coal Gangue Deep Learning Recognition
• Numerical Calculation of Fluid-Solid-Thermal Coupling Based on Temperature Scanning Probe
• Numerical Simulation of Dynamic Characteristics Based on Radiation Temperature Probe
• Numerical Simulation of Performance of TLD Device with a Ribbed Baffle
• A Harmonic Contribution Evaluation Method Based on Dynamic Parameter Model of Harmonic Source
• A Path Planning Method for Scrap Recycling Vehicles Based on Improved Genetic Algorithm
• Investigation on the Effect of Anti-Braking System on Nose Landing Gear Shimmy
• Simulation Research on Back Flushing Time of High Pressure Back Flushing Filter Station
• Analysis of the Impact of Inlet and Outlet Installation Angle on CFD Performance of Centrifugal Fan
• A Solution of Freshness Constraint Order Batching Problem for Fresh Food E-Commerce
• Research and Development of Virtual Simulation System for Mold Disassembly and Assembly Based on Unity3D
• Approximation of Broad Learning System and Convolution Function Applied on Face Classification
• Carbon Price Prediction Using Complete Ensemble Empirical Mode Decomposition with Adaptive Noise Analysis and Convolutional Neural Network
• Real Power Loss Reduction by Choosing Certain Parameters to Modernize - Grounded Algorithm
• Research on Optimal Trading Strategy Model for Wind Farms
• Evaluation and Optimization Method of Enterprise Data System Based on FAHP-CEEMDAN
• Automatic Verification of Intelligent Electricity Meter with Image Processing and Digit Recognition
• Application of Score Algorithm in Astronomy
• Research on the Protection and Inheritance of Intangible Cultural Heritage Based on Digital Technology
• Simulation Analysis of Radio Frequency Heated Tobacco Based on COMSOL Multiphysics
• Improvement of Wiring Network Technology Based on Luminous Electronic Tags
• Data Analysis for Lung Cancer: Fermatean Hesitant Fuzzy Sets Approach
• Prediction of Agricultural Products Logistics Demand in Five Provinces of North China Based on BP Neural Network
• Modified-FWO-Algorithm for Complex "White-Box" Thermal Kinetic Model: A Case Application on Amphotericin Residue Incineration
• Research on IGBT Fault Diagnosis Method Based on Neural Network Optimization Algorithm
• Design and Implementation of Embedded Face Recognition System
• An Entity Relationship Extraction Model Based on BERT-BLSTM-CRF Algorithm for Cosmetics Domain
• Crime Prediction with Quantitative Information
• Study on Safety Evaluation Index System and Classification Method of Water-Rich Tunnel Structure
• Research on Simulation Experimental Platform Under New Power System
• Investigation of the Displacement Transfer Characteristic and Parameter Optimization Design of Fluid-Elastic Isolator
• Study on Damage Mechanism of Fracturing Fluid Reservoir and RBF Neural Network Prediction
• Substrate Effects on the Plasmonic Resonance of Graphene Nano-Antenna
• Research on Curve Lane Detection Method Based on Deep Learning
• Risk Classification Study of Carbofuran in Vegetables Based on K-Means++ Algorithm
• A Multi-Objective Portfolio Model and Its Solution
• Food Enterprises' Profit Growth Rate Prediction Based on LSTM from the Perspective of the Supply Chain
• Convolutional Neural Network Analysis for Modulation Classification of Wireless Communication Signal
• Analysis of Food Sampling Data Based on CARMA Algorithm
• Structure Design and Simulation Analysis of Portable Movable-Type Chinese Teaching Aids
• Modeling and Simulation of DFIG Based on FPGA-CPU
• Research on Deadline Division and Scheduling of Batch Scientific Workflow in Cloud Environment
• Research on On-Line Monitoring System of Strength of Tripod of Mining Belt Conveyor
• The Tour Spot Attraction Evaluation and Analysis of National Forest Parks in Guangdong Province on Basis of the AHP Model
• A Deep Learning-Based Entity-Relationship Extraction Method in the Field of Electric Power Public Opinion
• Legendre Polynomial Approach for Multimodal Analysis of the Transverse-Type Rectangular Piezoelectric Transformer with Common Ground Electrodes
• Lane Change Decision and Trajectory Planning for Intelligent Cars in Curved Road Scenarios
• Potential Field Based Intelligent Vehicle Formation Control for Unstructured Roads
• Hopf Bifurcation, Chaos and Bursting in a Generalized Logistic Model with Time Delays
• Research on Multi-Target Detection and Tracking Algorithm Based on Improved YOLOv5
• Numerical Study of the Propagating Properties of a Laser-Generated Surface Acoustic Wave Interacting with a Bracket Structure
• Application of Immersion Virtual Reality System in Assistant Decision Making of Hydropower Station Maintenance
• Research on Intelligent Customer Service Q & A Model Based on Deep Neural Network
• Novel Multi-Attribute Group-Decision Making Method with TOPSIS: A Fermatean Fuzzy Hypersoft Sets and Correlation Coefficients Approach
• Malaysia Traffic Signs Classification and Recognition Using CNN Method
• Optimization Method of Drilling Rig Scheduling Task Assignment Based on Kmeans-ACO Algorithm
• Estimation CNN-Based Person Re-Identification Accuracy in Video Using Different Datasets
• Pseudo LABELIng Based 3DResUNet with DEep Supervision for the Kidney PArsing Segmentation Challenge
• Evaluation of Motivation Factors of Social Work Organizations with Neuro-Fuzzy Inference System
• An Empirical Study on the Knowledge Structure and Hotspot Mapping of Reverse Innovation Based on VOSviewer Software and Big Data
• Research on Dynamic Path Planning of Theme Park Based on Improved Genetic Algorithm
• Building a "Blockchain+" Short Video Push System
• Modeling the Dynamics of the Decomposed Ulva Prolifera Biotoxicity with Luminous Bacteria Method
• Research on Community Resilience Theory Based on Entropy and Self-Organization and Its Application in Decision
• Research on Regional Low Carbon Logistics Performance Evaluation Based on Entropy Weight Topsis Method
• The Evaluation Method of Running State of the 10kV Cable Head Based on Flow Temperature Complex Monitoring Model
• IoT Based Farming System
• Research on Cross-Chain Data Integration Technology Based on Trust Computing
• New Possibility Soft Sets with Gender Equality Application in Early Childhood Children
• Reduced Order Modelling and Control of Induction Motor with Chaos-Based Gorilla Troop Optimizers (CBGTO)
• Anti-Deceptive Jamming and Target Detection with Non-Linear FDA-MIMO Radar
• Face and Gesture Recognition Based on CNN and CPM Model
• Research on the Prediction of Traffic Accident Severity Based on BP Neural Network
• On the Study of the Optimization and Coordination Countermeasures of Container Port in the Greater Bay Area Based on Systematic Cluster Analysis
• Subject Index
• Author Index