Computational Intelligence Methods for Green Technology and Sustainable Development

Name: Computational Intelligence Methods for Green Technology and Sustainable Development | Proceedings of the International Conference GTSD2022
Brand: Springer
Price: 287.83 EUR
Availability: OnlineOnly

Proceedings of the International Conference GTSD2022

Yo-Ping Huang Wen-June Wang Hoang An Quoc Hieu-Giang Le Hoai-Nam Quach(Herausgeber*in)

Springer (Verlag)

Erschienen am 14. Dezember 2022

XII, 671 Seiten

E-Book

PDF mit Wasserzeichen-DRM

Systemvoraussetzungen

978-3-031-19694-2 (ISBN)

287,83 €inkl. 7% MwSt.

Systemvoraussetzungen

für PDF mit Wasserzeichen-DRM

E-Book Einzellizenz

Als Download verfügbar

Beschreibung

Weitere Details

Weitere Ausgaben

Inhalt

Intro
Preface
Contents
A Novel Least-Squares Polygonal Finite Element Level Set Method
1 Introduction
2 Conventional Level Set Evolution
2.1 Implicit Level Set Representation
2.2 Level Set Re-initialization Process
3 Polygonal Finite Element Method for Level Set Evolution
3.1 Shape Functions on Arbitrary Polygonal Elements
3.2 Poly-fEM for Conventional Level Set Evolution
4 Numerical Investigations
4.1 Rigid Body Rotation of ZALESAK'S Disk
4.2 Simulation of a Time-Reversed Single-Vortex Problem
4.3 Re-initialization Problem of an Ellipse
5 Concluding Remarks
References
An Image Enhancement Method for Autonomous Vehicles Driving in Poor Visibility Circumstances
1 Introduction
2 Related Works
3 Methodology
3.1 Atmospheric scattering model
3.2 Proposed Method
4 Experiment Result
4.1 Experimental Setup
4.2 Experimental Results
5 Conclusion
References
Horizontal Coaxial Dual-Stage Wind Turbine with Independent Rotation
1 Introduction
2 Mechanical Model
2.1 Horizontal Coaxial Dual-Stage Wind Turbine Design
2.2 Blade Design
3 Methodology
4 Results and Discussions
4.1 Experimental Results
4.2 Simulation Results
5 Conclusion
References
Auxetic Structure Design with Virtual Element Method (VEM)-Based Topology Optimization
1 Introduction
2 Virtual Element Method
3 Topology Optimization Problem
4 Results and Discussions
5 Conclusion and Further Work
References
A Comparison of Feature Construction Methods in the Context of Supervised Feature Election for Classification
1 Introduction
2 Literature Review
3 Methodology
3.1 Feature Construction
3.2 Model Training and Cross-validation
4 Data Sets and Testing Methodology
4.1 Data
4.2 Performance Metrics
4.3 Experimental Setting
5 Results and Discussion
6 Conclusions and Future Research
References
Mechanical Property and Thermal Conductivity of Gallium Selenide Monolayer with Various Centred Oblique Line Defects
1 Introduction
2 Computational Model and Methods
2.1 Tensile Process
2.2 Thermal Conductivity Calculations
3 Results and Discussions
3.1 GSM Mechanical Property
3.2 GSM Thermal Conductivity
4 Conclusions
References
Void Growth Based Damage Model for the Anisotropic Material
1 Introduction
2 Ductile Damage Model
2.1 Void Growth Based Ductile Fracture Criterion
2.2 Proposed Damage Model
3 Experimental Works and Identification of Material Parameters
4 Prediction of Ductile Fracture
5 Conclusions
References
An Efficient Size-Dependent Computational Approach for Functionally Graded Porous Sandwich Microplates Based on Modified Couple Stress Theory
1 Introduction
2 Theoretical Formulation
2.1 Modified Couple Stress Theory
2.2 Unified Kinematics of FGP Sandwich Microplates
2.3 Energy Principle
3 Series-Type Solutions of FGP Sandwich Microplates
4 Numerical Examples
5 Conclusions
References
Static Analysis of Laminated Composite Plates with Stiffeners Using CS-MITC3+?Elements
1 Introduction
2 Finite Element Formulation for Laminated Composite Plate with Stiffeners
2.1 Formulation of CS-MITC3+ Element for the Laminated Composite Plate
2.2 Formulation of Timoshenko Beam Element for the Laminated Composite Stiffener
2.3 Combination of the CS-MITC3+ plate and Timoshenko Beam Elements for the Laminated Composite Stiffened Plate
3 Numerical Verifications
3.1 Square Laminated Composite Plate with Two Stiffeners
3.2 Rectangular Laminated Composite Plate with One Stiffener
4 Conclusions
References
Machine Learning in Classification of Parkinson's Disease Using Electroencephalogram with Simon's Conflict
1 Introduction
1.1 Description of the Data
1.2 EEG Dataset and Preprocessing
1.3 Feature Extraction
1.4 Machine Learning Algorithms
2 Results
3 Conclusions
References
Prediction of Initial Crack Propagation Direction of Dissimilar Friction Stir Welded T-Joint
1 Introduction
2 Experiment and Methods
2.1 T-joint Design and Analysis Process
2.2 Stress State Near a Crack Tip
2.3 Maximum Tangential Stress (MTS) Criterion
3 Results and Discussion
3.1 Microstructure Along Welding Interface
3.2 Crack Initiation
3.3 Crack Propagation
3.4 Prediction of Initial Crack Propagation Direction
4 Conclusions
References
Pairs Trading Selection Using Nondominated Sorting Genetic Algorithm (NSGA-II)
1 Introduction
1.1 Pairs Trading
1.2 Genetic Algorithms (NSGA-II)
2 Algorithm
2.1 Encoding
2.2 Fitness Function
2.3 Selection
2.4 Reproduction (Crossover and Mutation)
2.5 Termination
3 Results
3.1 Data Set
3.2 Result of Algorithms
4 Conclusions and Future Research Direction
References
Fusion of Segmentation and Classification for Improving Skin Disease Diagnosis
1 Introduction
2 Related Works
3 Proposed Method
4 Experimental Results
5 Conclusion
References
A Survey of the Classification of Emotions Using Electroencephalography Signals by Branch Convolutional Neural Network
1 Introduction
2 Materials and Methods
2.1 DEAP Dataset ch14koelstra2011deap
2.2 Construct 2D and 3D Features Input
2.3 Branch Convolution Neural Network
3 Results and Disscusions
3.1 Investigated the `Narrow' and `Wide' Models of the B-CNN Network
3.2 General View of Decoded Step in the B-CNN
3.3 Acitvation Functions in the B-CNN
3.4 Comparisons with the State-of-the-Art Methods
4 Conclusion
References
Multivariate Adaptive Regression Splines for Stability Number of Unsupported Conical Slopes in Anisotropic and Heterogeneous Clays
1 Introduction
2 Problem Definition and AUS Failure Criterion
3 Methodology
3.1 Multivariate Adaptive Regression Splines (MARS) Model
3.2 Data Collection
4 Analysis Results and New Equation
5 Conclusion
References
Analysis of Two-Dimensional Heat Conduction in Anisotropic Problem by Scaled Boundary Finite Element Method
1 Introduction
2 Governing Equations
3 Scaled Boundary Finite Element Formulations
4 Numerical Examples
4.1 Heat Conduction in Rectangle Domain Under Mixed Boundary Conditions
4.2 Heat Conduction in Rectangle Domain Under the Body Heat Source
5 Conclusions
References
Undrained Bearing Capacity of Circular Footing Above Spherical Cavity
1 Introduction
2 Problem Definition and Modelling
3 Numerical Results
4 Conclusion
References
Flexural Performance of Timber Beams Reinforced with Glass Fiber Reinforced Polymer Rods
1 Introduction
2 Experimental Program
2.1 Material Properties
2.2 Test Beams
2.3 Static Test
3 Experimental Results and Discussion
4 Conclusions
References
Numerical Investigation on the Damage Extents of Plates Due to Repeated Slamming Loads
1 Introduction
2 Numerical Modeling
2.1 Plate Models and Material Properties
2.2 Load Characteristics
2.3 Finite Element Model
2.4 FE Model Verification
3 Results and Discussion
3.1 Effect of Plate Slenderness Ratio
3.2 Effect of Aspect Ratio
3.3 Effect of Peak Pressure and Load Duration
4 Closed-Form Formulation for Predicting Damage Extents
5 Conclusions
References
Static Analysis for Perforated Thin Functional Graded Plate Using Computational Homogenization Method and HCT-Element
1 Introduction
2 Hsieh-Clough-Tocher Element
3 Computational Homogenization for Micro Plate
3.1 Homogenization Theory
3.2 Functionally Graded Material (FGM)
3.3 Down-Scaling
3.4 Up-Scaling
4 Numerical Example
4.1 Fully Square Plate
4.2 Circular Perforated Plate
5 Conclusion
References
Kinematic Shakedown Analysis of Structures Using the Stabilized Integrated Radial Basis Function-Based Mesh-Free Method
1 Introduction
2 Kinematic Shakedown Analysis Formulation
3 The Stabilized iRBF Mesh-Free Method
4 iRBF-Based Kinematic Formulation
5 Numerical Examples
5.1 Square Plate with a Circular Hole at the Center
5.2 Plate with Two Asymmetric Holes
6 Conclusion
References
Development of Modal Strain Energy Method for Structural Damage Detection in Plates
1 Introduction
2 Damage Location Identification Approach Based on Improved Modal Strain Energy Method
2.1 Improvement in the MSE Formula Based on Q9 Element
2.2 Modal Assurance Criterion (MAC)
2.3 Workflow of Modal Strain Energy Method Based on Q9 Element
3 Numerical Verification
3.1 Properties of the Plate and Damage Scenarios
3.2 Damage Localization Results for Q4 and Q9-Based Algorithm
3.3 Damage Location Identification Results for Global and Local MSE Procedures Based on Q9 Element
4 Conclusions
References
Design and Optimization of a 2-DOF Compliant Mechanism for Vibration-Assisted Milling
1 Introduction
2 Design Concept
2.1 Operational Principle
2.2 Problem Formulation
3 Design Optimization
3.1 Sensitivity Analysis Using Taguchi Method
3.2 Genetic Algorithm Optimization
4 Conclusions
References
Design and Modeling Camera Cable Robot
1 Introduction
2 Design of CDPR
2.1 Structure of Cable Driven Parallel Robot (CDPR)
2.2 Kinetic Model of CDPR
3 Simulation and Discussion
4 Conclusion
References
Numerical Investigation on Critical Temperature of Steel I-Beams Under Non-uniform Heating Condition-Comparison with Eurocode 3
1 Introduction
2 Specifications and Previous Study
3 Finite Element Model
4 Results
4.1 Temperature Evolution in the Steel Beam
4.2 Comparison with Eurocode 3
5 Conclusions
References
A Probability-Based Artificial Potential Field for Autonomous Vehicles in Avoiding Uncertain Obstacles
1 Introduction
2 Preliminaries
2.1 Multivariable Normal Distribution
2.2 Artificial Potential Field
3 Problem Formulation
3.1 Vehicle Model
3.2 Collision Avoidance Problem
4 Methodology
4.1 Probability of Collision
4.2 Proposed Probability-Based Potential Field
5 Numerical Simulation and Results
6 Conclusion
References
A New Docking Method for Autonomous Underwater Vehicle Using Hybrid Lyapunov-Sliding Mode Control
1 Introduction
2 Problem Formulation
2.1 AUV Model
2.2 Docking Station Model
3 Methodology
3.1 Bezier Interpolation-Based Path Design and Optimization
3.2 Time-Varying Trajectory with Speed Assignment
3.3 Proposed Integral Terminal Sliding Mode (ITSM) Control
4 Simulation Result
5 Conclusions
References
LMI-Based Robust Voltage Regulation of a Single-Phase Inverter with LC-Filtered Output
1 Introduction
2 System Descriptions
2.1 Modeling of the System
2.2 Uncertainty Model
3 Robust Optimal Control Design
4 Simulation Results
5 Conclusions
References
DeYOLOv3: An Optimal Mass Detector for Advanced Breast Cancer Diagnostics
1 Introduction
2 Proposed Method
2.1 Dataset Pre-processing
2.2 Yolov3 Baseline
2.3 Decoupled Detection Head
2.4 Training Procedure
2.5 Evaluation Metrics
3 Result and Discussion
4 Conclusion
References
Advanced Adaptive Neural Sliding Mode Approach Applied in PMSM Speed Control
1 Introduction
2 Permanent Magnet Synchronous Motor Model
3 Proposed Adaptive Neural Sliding Mode Control (ANSMC) Technique
4 Experiment and Result
5 Conclusions
References
Improved PMSM Speed Control Using Fuzzy PI Method for Hybrid Active and Reactive Power Control Approach
1 Introduction
2 PMSM Model and Its Limitations
2.1 PMSM Model
2.2 PMSM Limitations
3 Active and Reactive Power Control Approach
3.1 Conventional Active and Reactive Power Control Approach
3.2 Fuzzy PI Method for Hybrid Active and Reactive Power Control Approach
4 Simulation Results and Discussion
4.1 Simulation PMSM Speed Control Model
4.2 Simulation Results
5 Conclusions
References
A 3D Image-Based Visual Servoing Controller for 3DOF Robot with Single Camera
1 Introduction
2 The Camera Model
3 Advanced Image-Based Visual Servoing (IBVS) Controller
3.1 Classical IBVS
3.2 Proposed IBVS
4 Simulation Results
5 Conclusion
References
Vibration Analysis of Functionally Graded Beams Using a Novel Two-Variable Model with Various Boundary Conditions
1 Introduction
2 Theoretical Formulation
2.1 Kinematic, Strain and Stress Relations
2.2 Variational Formulation
2.3 Two-Directional Ritz solution
3 Numerical Results
4 Conclusions
References
Numerical Study on Heat Transfer Characteristics of Regenerative Thermal Oxidizers
1 Introduction
2 Simulation Model
3 Simulation Results and Discussion
4 Conclusions
References
Determination of Profitable Wind Farm Generating Capacity Based on Weibull Distribution of Wind Speed in the Competitive Electricity Market
1 Introduction
2 Power Capacity of Wind Power Plant
3 Determination of the Maximum Profit Point of the Wind Farm
3.1 Calculating Electricity Economy for Wind Power Plants
3.2 Flow Chart of Determining the Maximum Profit Point of a Wind Farm
4 Simulation Results
4.1 Simulation Modeling
4.2 Weibull Distribution of Wind Speed with C = 7 and k = 2.1
4.3 Weibull Distribution of Wind Speed with C = 11 and k = 2.1
4.4 Weibull Distribution of Wind Speed with C = 15 and k = 2.1
5 Conclusions
References
Observer-Based Lateral Motion Control of an Autonomous Vehicle Via Takagi-Sugeno Fuzzy System
1 Introduction
2 System Modeling
2.1 Lateral Dynamic Model
2.2 Control Problem Formulation
3 Control Design
3.1 Output Feedback Controller Design
3.2 Stability Analysis
4 Simulation Result
5 Conclusion
References
Reduction of Power Losses Using Phase Load Balancing Method in Power Networks Based on the Selective Probabilistic Discrete Particle Swarm Optimization
1 Introduction
2 Loss Calculation for Unbalanced Three-Phase Grid
3 Selective Probabilistic Discrete Particle Swarm Optimization Algorithm
4 Simulation Result
4.1 Distribution Grid Diagram
4.2 The Fitness Function of the Phase Load Balancing Method in Power Networks
4.3 Calculation Results on the LDPP of Phu Lam 2
5 Conclusions
References
Research and Analysis of the Flexible - Rigid Beam in Compliant Bistable Structure
1 Introduction
2 Mechanical Design
3 Analysis
4 Simulation and Results
5 Conclusion
References
Rethinking Mobile Inverted Bottleneck Convolution for EfficientNet
1 Introduction
2 Related Work
3 Network Architecture
3.1 Architecture of Proposed Network
3.2 Mobile Inverted Bottleneck Convolution Block
3.3 Mobile Equal Channel Convolution Block
4 Experiments
4.1 Dataset
4.2 Implementation Details
4.3 Performance Evaluation
4.4 Ablation Study
5 Conclusion
References
Buckling and Free Vibration Analysis of Functionally Graded Porous Beams Using a Higher-Order Deformation Theory
1 Introduction
2 Theoretical Formulation
2.1 Characterization of FGP Beams
2.2 Stress-Strain Relation
2.3 Kinematic Energy
2.4 Energy Formulation
2.5 Using the Solution by Ritz Method
3 Numerical Results
3.1 Convergence Test
3.2 Buckling Analysis
3.3 Vibration Analysis
4 Conclusions
References
Simulation-Based Analysis of ETC Lane Allocation Effects on Arterial Traffic Performance
1 Introduction
2 Paper Objectives
3 Methodology
3.1 Data Collection
3.2 ETC Lane Allocation
3.3 Simulation Analysis
4 Research Results
4.1 Real Data-Based Analysis
4.2 Simulation-Based Analysis
5 Conclusions
References
Static Analysis of Curved Shell Structures by Using a Meshfree Method
1 Introduction
2 The Radial Point Interpolation Method
3 Curved Shell Formulation
3.1 Kinematics of Shell
3.2 Constitutive Equation
3.3 Meshfree Discretization
4 Numerical Examples
4.1 Pinched Cylinder
4.2 Hemispherical Shell
5 Conclusion
References
The Extended Meshfree Method for Crack Analysis in Hyperelastic Bodies
1 Introduction
2 Fracture Mechanics in Hyperelastic Material
2.1 Constitutive Equations of Hyperelastic Model
2.2 Crack Analysis for Hyperelastic Material
3 Extended Meshless Radial Point Interpolation Method
3.1 Extended Meshless RPIM for Nonlinear Crack Analysis
3.2 Weak Form for Nonlinear Elastic Problem and Discrete Equations
4 Numerical Examples
4.1 Rectangular Plate with an Edge Crack Under Prescribed Extension
4.2 Nonlinear Griffith Problem
4.3 Square Plate with an Edge Crack Under Prescribed Extension
5 Conclusions and Outlooks
References
IMU-Assisted Direct Visual-Laser Odometry in Challenging Outdoor Environments
1 Introduction
2 Framework
2.1 Notation
2.2 Candidate Point Selection
2.3 Frame Tracking
2.4 Keyframe Management
2.5 Windowed Refinement
3 Results
3.1 Metrics Selection
3.2 Evaluation on USVInland
3.3 Evaluation on UrbanLoco
4 Conclusion
References
Micro-model for Vehicle's Behavior in OPNET Simulation
1 Introduction
2 Related Works
3 Vehicle Location Trace File in OPNET
3.1 Location of Object in OPNET
3.2 Speed Moving of Object in OPNET
4 Car Following Models Implementation on OPNET
4.1 Functional Components
4.2 Algorithm for Micro-Model Design
4.3 Model Implementation
5 Conclusions
References
IP-Based Core Networks Simulation in the Smart Grid
1 Introduction
2 Research Model Proposal
3 Simulations and Results
3.1 ZigBee with IP-Based Gateway
3.2 Simulation Networks
3.3 Simulation Results
4 Conclusions
References
Field-Weakening Control with Maximum Torque Per Ampere (MTPA) for Electric Vehicle (EV) Application
1 Introduction
2 Modeling IPMSM
3 MTPA Algorithm
4 Simulation Results
5 Conclusion
References
Adaptive Synchronous Sliding Mode Control for Dual-Arm Robots
1 Introduction
2 Problem Description
3 Proposed Method
4 Simulation
4.1 Simulation Description
4.2 Simulation Results
5 Conclusion
References
Fault Reconstruction and State Estimation for Large-Scale T-S Fuzzy System
1 Introduction
2 System Description and Problem Statement
3 Observer Synthesis
4 Simulation Results
5 Conclusions
References
Multi-step Ahead Wind Speed Forecasting Based on a Bi-LSTM Network Combined with Decomposition Technique
1 Introduction
2 Methodology
2.1 Complementary Ensemble Empirical Mode Decomposition (CEEMD)
2.2 Long Short-Term Memory (LSTM)
2.3 Bidirectional Long Short-Term Memory (Bi-lSTM)
2.4 Evaluation Metrics
3 Results and Discussions
3.1 Data Collection and Preparation
3.2 Data Processing
3.3 Decomposition Technique
4 Forecasting Results and Evaluations
5 Conclusions
References
The Formation Analysis of Microscopic Voids in Ductile Material
1 Introduction
2 Microfracture Mechanism
2.1 Microfracture Mechanism
3 Second Phase Particle Distribution in Metal
4 Stress State Surrounding Circle Particle
4.1 The Saint-Venant Principal
4.2 Totally Bonding State
4.3 Partially Bonding State
5 Particle Debonding Criteria
5.1 Cohesive Zone Model
6 Finite Element Implementation
7 Conclusion
References
Synchronous Control of Dual Motor with Master-Slave and Cross-Coupling Methods
1 Introduction
2 The Mathematical Model of the Dual Motors
2.1 Mechanical Parts
2.2 Electrical Parts
3 Synchronization Techniques
3.1 Proportional Integral Derivative (PID)
3.2 Master-Slave Method
3.3 Cross-Coupling Technique Method
4 Result of Simulation
4.1 Simulation Setup
4.2 Velocity Simulation Results
5 Experimental Results
5.1 Experimental System
5.2 System Experimental Results
6 Conclusions
References
Prediction of Lung Tumor's Motion Using LSTM Model
1 Introduction
2 Methodolody
3 Results and Discussions
4 Results and Discussions
References
Determination of Landmarks on Vietnamese Human Face Using Convolutional Neural Network
1 Introduction
2 Datasets, Pre-processing and Input Features
2.1 Data Collection and Input Features
3 Approach Convolutional Neural Network for Anthropology Landmark Location
3.1 One Stage Detectors
3.2 Two-Stage Detectors
4 Results and Concluding
4.1 Evaluate Metrics
4.2 Results and Discussion
References
An Automatic Recommendation System for Plant Disease Treatment
1 Introduction
2 Related Works
2.1 Plant Disease Classification Using Convolutional Neural Nets (CNN).
2.2 Recommendation System for Agriculture
3 Approach
4 Experiments
4.1 The CrowdAI Extended Dataset
4.2 Experiment Setting
4.3 Experimental Results
5 Conclusion
References
Comparative Research on Double-Duct and Double-Pass Solar Air Collectors
1 Introduction
2 Mathematical Description
2.1 Double-Duct Solar Air Collector
2.2 Double-Pass Solar Air Collector
3 Results and Discussion
4 Conclusion
References
Analysis of Longitudinal Guided Wave Modes in Pipe-Like Structures
1 Introduction
2 An Explicit Expression of Longitudinal Modes in a Cylindrical Waveguide
3 Results and Discussions
4 Conclusions
References
Differential Average Temperature Analysis When Applying Pinch Technology to Design Heat Recovery Exchanger of Tube Ice Machine
1 Introduction
2 Apply Pinch Technology to the Calculation and Design
2.1 Using Pinch Technology to Calculate Heat Transfer of Heat Recovery Component
2.2 Recalculate the Tube Ice Machine Cycle When Applying Pinch Technology
3 Techno - Economic Assessment
4 Conclusion
References
Correction to: Computational Intelligence Methods for Green Technology and Sustainable Development
Correction to: Y.-P. Huang et al. (Eds.): GTSD 2022, LNNS 567, 2023. https://doi.org/10.1007/978-3-031-19694-2
Correction to: Differential Average Temperature Analysis When Applying Pinch Technology to Design Heat Recovery Exchanger of Tube Ice Machine
Correction to: Chapter "Differential Average Temperature Analysis When Applying Pinch Technology to Design Heat Recovery Exchanger of Tube Ice Machine" in: Y.-P. Huang et al. (Eds.): GTSD 2022, LNNS 567, pp. 656-667, 2023. https://doi.org/10.1007/978-3-031-19694-258
Author Index

Systemvoraussetzungen

Als PDF speichern Als Link merken