Advanced Manufacturing and Automation IX (Lecture Notes in Electrical Engineering, 634)

✍ Scribed by Yi Wang (editor), Kristian Martinsen (editor), Tao Yu (editor), Kesheng Wang (editor)

• Publisher: Springer
• Tongue: English
• Leaves: 693
• Category: Library

✦ Synopsis

This book presents selected papers from the 9th International Workshop of Advanced Manufacturing and Automation (IWAMA 2019), held in Plymouth, UK, on November 21–22, 2019. Discussing topics such as novel techniques for manufacturing and automation in Industry 4.0 and smart factories, which are vital for maintaining and improving economic development and quality of life, it offers researchers and industrial engineers insights into implementing the concepts and theories of Industry 4.0, in order to effectively respond to the challenges posed by the 4th industrial revolution and smart factories.

✦ Table of Contents

Preface
Organization
Organized and Sponsored by
Co-organized by
Honorary Chairs
General Chairs
Local Organizing Committee
International Programme Committee
Secretariat
Contents
About the Editors
Design and Optimization
Performance Analysis of Ball Mill Liner Based on DEM-FEM Coupling
Abstract
1 Introduction
2 Typical Biological Structure Analyses
3 Lifting Bar Structure Design
4 Simulation Parameter Definitions
4.1 Particle Model Establishment
4.2 The Meshing of Geometry
4.3 Setting of Simulation Model
5 Simulation Result Analysis
6 Conclusions
Acknowledgement
References
Performance of Spiral Groove Dry Gas Seal for Natural Gas Considering Viscosity-Pressure Effect of the Gas
Abstract
1 Introduction
2 Model Description
2.1 Geometry Model
2.2 The Model of Natural Gas Viscosity-Pressure Effect
2.3 The Real Gas Model of Natural Gas
2.4 Modified Gas Film Pressure Governing Equations
2.5 Solution of Gas Film Pressure Governing Equations
3 Analytical Model and Verification
3.1 Model Verification
3.2 Property Parameter
3.3 Relative Errors
4 Results and Discussion
4.1 Leakage Rate
4.2 End Face Opening Force
5 Conclusions
Acknowledgement
References
Analysis of Residual Stress for Autofrettage High Pressure Cylinder
Abstract
1 Introduction
2 Residual Stress Analysis
2.1 Analysis of Residual Stress in Self-reinforced High Pressure Cylinder
2.2 Finite Element Analysis of Residual Stress
2.3 Analysis of Working Stress of Non-autofrettage High Pressure Cylinder
3 FEA of Residual Stress
3.1 Stress Distribution of the BLH Model
3.2 Stress Distribution of Autofrettage Material Model
3.3 Autofrettage Stress Optimization
4 Conclusions
References
Study on the Detection System for Electric Control Cabinet
Abstract
1 Introduction
2 System Introduction
3 Detection Module
4 Data Analysis Module
5 System Development
6 Result
Acknowledgements
References
Effects of Remelting on Fatigue Wear Performance of Coating
Abstract
1 Introduction
2 Experimental Procedure
2.1 Preparation of Spraying Material and Coating Samples
2.2 Test Method
3 Test Results and Analysis
3.1 Analysis of Coating Wear Test Results
3.2 Wear Performance of Coating Layer
4 Wear Fatigue Life Prediction of Coated Parts
5 Conclusions
References
Design of Emergency Response Control System for Elevator Blackout
Abstract
1 Introduction
2 The Main Content of the Subject Research
3 Functional Requirements of the System
4 Control Circuit Design of the System
4.1 The Circuit Structure of the System
4.2 Design of Control Schematic Diagram of the System
4.3 Schematic Design of Wiring Between System and Control Cabinet
5 Summary
References
Effect of Cerium on Microstructure and Friction of MoS2 Coating
Abstract
1 Introduction
2 The Material and Layer Process
2.1 Matrix
2.2 Coating Preparation Process
3 Experiment
4 Results and Analysis
4.1 The Microstructure of Coating Layers
4.2 The Friction Coefficient Curves of Coating Layers
4.3 Wear Morphology of Layers
5 Conclusion
Acknowledgments
References
A Machine Vision Method for Elevator Braking Detection
Abstract
1 Introduction
2 Basic Theory
2.1 Two Dimensional Discrete Fourier Transform
2.2 Fourier Spectrum Analysis of Images
2.3 Calculation of Rotation Angle
3 Experiment and Result Analysis
4 Conclusion
References
Remote Monitoring and Fault Diagnosis System and Method for Traction Elevator Cattle Dawn
Abstract
1 Introduction
2 Classify According to the Test Data
3 Remote Monitoring and Fault Diagnosis Methods for Traction Elevators Include the Following Steps
4 Conclusion
Acknowledgements
References
Soil Resistance Computation and Discrete Element Simulation Model of Subsoiler Prototype Parts
Abstract
1 Introduction
2 Design and Process a Sample
3 Force Analysis
4 Discrete Element Method Simulation
4.1 The Establishment of Discrete Element Model
4.2 Determination of Discrete Element Simulation Parameters
4.3 Simulation
5 Test
5.1 Design and Build Test System
5.2 Test and Analysis
6 Discussion
7 Conclusions
Acknowledgements
References
Simulation Analysis of Soil Resistance of White Asparagus Harvesting End Actuator Baffle Parts Based on Discrete Element Method
Abstract
1 Introduction
2 End Effector Baffle Structure Design
3 Simulation Parameter Setting
4 Analysis of Simulation Results
4.1 Analysis of the Resistance of Different Models in the Same Speed
4.2 Analysis of the Resistance of the Same Baffle at Different Speeds
5 Conclusions
Acknowledgements
References
Simulation and Experimental Study of Static Porosity Droplets Deposition Test Rig
Abstract
1 Introduction
2 Construction of Space Droplets Deposition Test Device Based on Static Porosity
3 Static Porosity Space Droplet Deposition Distribution Test
3.1 Experimental Method and Environment
3.2 Combination of Test Schemes
4 CFD Simulation of Droplet Deposition in Static Porosity Droplet Tester
4.1 Spray Calculation Simulation of Static Porosity Tester
4.2 Simulation and Experimental Analysis of Spatial Droplet Deposition Distribution Under Static Porosity
5 Conclusions
Acknowledgements
References
Effect of Heat Treatment on the Ductility of Inconel 718 Processed by Laser Powder Bed Fusion
Abstract
1 Introduction
2 Experimental Method
3 Results and Discussion
3.1 Heat Treatment Condition 1
3.2 Heat Treatment Condition 2
4 Discussion
5 Summary and Conclusions
Acknowledgements
References
Comparative Study of the Effect of Chord Length Computation Methods in Design of Wind Turbine Blade
Abstract
1 Introduction
2 Chord Length Distribution Calculation Methods
2.1 Chord Length Distribution Comparison
3 Blade Design and Simulation Using Qblade Software
3.1 Qblade Software
3.2 Blade Design and Modelling in Qblade Software
3.3 Blade Element Analysis and Different Comparison
4 Conclusion
References
On Modelling Techniques for Mechanical Joints: Literature Study
Abstract
1 Introduction
2 Modelling Approaches, Typical Test Methods and Models
2.1 Stochastic Models and Methods
2.2 Deterministic Method
3 Discussions and Outlooks
4 Conclusion
References
Research on Magnetic Nanoparticle Transport and Capture in Impermeable Microvessel
Abstract
1 Introduction
2 Theoretical Model
2.1 Fluid Control Equation
2.2 Magnetic Field and Magnetic Force Equation
2.2.1 External Magnetic Field Acts on the Magnetic Force of the Magnetic Particle
2.2.2 Additional Magnetic Field Acts on the Magnetic Force of the Magnetic Particles
2.3 Magnetic Particle Distribution Control Equation–Fock-Plank Equation
2.4 Magnetic Particle Capture Rate
3 Numerical Calculation Results and Analysis
3.1 Magnetic Field Distribution
3.2 Magnetic Particle Distribution
3.3 Magnetic Particle Capture Rate
4 Conclusion
References
Analysis of Drag of Bristle Based on 2-D Staggered Tube Bank
Abstract
1 Introduction
2 Model
2.1 Simulation Model
2.2 Condition Assumptions
3 Mesh Generation
4 Computing Method
4.1 Governing Equations
4.2 Determination of Reynolds Number
4.3 Solver
5 Theoretical Analysis of Drag
6 Discussion
7 Conclusion
Acknowledgement
References
Design of Large Tonnage Lift Guide Bracket
Abstract
1 Introduction
2 Primary Design of Guide Bracket
3 Calculation and Check of Car Guide Bracket
4 Structural Optimization and Finite Element Analysis
5 Conclusions
Acknowledgements
References
Stress Analysis of Hoist Auto Lift Car Frame
Abstract
1 Introduction
2 Primary Design of Car Frame
3 Material Selection and Check
4 Finite Element Analysis
5 Conclusions
Acknowledgements
References
Research on Lift Fault Prediction and Diagnosis Based on Multi-sensor Information Fusion
Abstract
1 Introduction
2 Multi-sensor Synthesis Analysis
3 D-S Theory
4 Fusion of Neural Network, DS and Sensor Data
5 Conclusions
Acknowledgements
References
Design of Permanent Magnet Damper for Elevator
Abstract
1 Introduction
2 Structure and Principle
3 The Design and Analysis of Magnet
3.1 The Design of Eddy Current Reducer
3.2 Design of Permanent Magnet Spring
4 Results and Discusses
4.1 Effect of Magnetic Arrangement
4.2 Effect of Falling Speed
4.3 Permanent Magnet Spring Support Effect
5 Conclusion
Acknowledgments
References
Design and Simulation of Hydraulic Braking System for Loader Based on AMESim
Abstract
1 Introduction
2 Hydraulic Braking System Simulation
3 Mathematical Model of Hydraulic Braking System
3.1 Simplification of Braking System
3.2 Mathematical Model of Simplified System
4 Results and Discussion
5 Conclusions
References
Dynamic Modeling and Tension Analysis of Redundantly Restrained Cable-Driven Parallel Robots Considering Dynamic Pulley Bearing Friction
Abstract
1 Introduction
2 Dynamic Modeling
3 Friction Model Construction and Simulation
3.1 Coulomb Friction Model
3.2 Simulation of Coulomb Friction Model
3.3 Dahl Friction Model
3.4 Simulation of Dahl Friction Model
4 Conclusion
Acknowledgements
References
Industry 4.0
Knowledge Discovery and Anomaly Identification for Low Correlation Industry Data
Abstract
1 Introduction
2 Data Correlation Analysis
2.1 Data Integration and Normalization
2.2 Data Analytics for Impending Failure Prediction
2.3 Correlation Validation
3 Knowledge Discovery and Anomaly Identification
4 Discussion and Conclusion
Acknowledgment
References
A Method of Communication State Monitoring for Multi-node CAN Bus Network
Abstract
1 Introduction
2 Scheme Design of Monitoring
2.1 CAN Bus Network
2.2 Principle of Monitoring
3 Software Design of Lower Computer
4 Software Design of Upper Computer
5 Experimental Results
6 Conclusion
References
Communication Data Processing Method for Massage Chair Detection System
Abstract
1 Introduction
2 Detection System Master-Slave Information Interaction
3 Message Broadcast Information Mark
4 Message Broadcast Information Filtering and Identification
5 Transmission of Long Message
6 Real-Time Transmission of Message Information
7 Conclusion
References
Development of Data Visualization Interface in Smart Ship System
Abstract
1 Introduction
2 System Architecture and Functional Structure Analysis
2.1 Design of System Architecture Design
2.2 System Function Requirements Analysis and Communication Protocol
3 Design and Implementation of System Dynamic Webpage
4 Conclusions
References
Feature Detection Technology of Communication Backplane
Abstract
1 Introduction
2 System Design
3 Image Enhancement Processing
3.1 Image Color Merging Using K-Means Algorithm
3.2 Spatial Domain Image Enhancement
4 Deep Learning and Data Processing
4.1 Image Recognition Based on CNN
4.2 Label the Results on the Original Image
5 Conclusions
References
Research on Data Monitoring System for Intelligent Ship
Abstract
1 Introduction
2 Hardware Platform Architecture
3 Basic Software Platform Architecture
4 Application Software Platform
5 Development of Data Monitoring System
6 Conclusions
References
Research on Fault Diagnosis Algorithm Based on Multiscale Convolutional Neural Network
Abstract
1 Introduction
2 Multiscale Convolutional Neural Network Model
2.1 Multiscale Convolutional Neural Network Model Structure
3 Rolling Bearing Fault Diagnosis Algorithm Based on Multiscale Convolutional Neural Network
3.1 Selection of Data Sources and Network Parameters
3.2 Visualization of the Network Structure
3.3 Model Comparison
4 Conclusions
Acknowledgements
References
Proactive Learning for Intelligent Maintenance in Industry 4.0
Abstract
1 Introduction
2 Industry 4.0: Enabling Technologies
3 Predictive Maintenance Supportive Structure
4 Adaptive Learning Approach and Applications
5 Conclusion
Acknowledgement
References
An Introduction of the Role of Virtual Technologies and Digital Twin in Industry 4.0
Abstract
1 Introduction
2 Cyber Physical System
3 The Role of Virtual Technology
4 The Role of Digital Twin
5 Conclusion
Acknowledgment
References
Model Optimization Method Based on Rhino
Abstract
1 Introduction
2 Software Basic Introduction
2.1 3D Modeling Software—Rhino
2.2 3D Engine—Unity 3D
3 Model Optimization Method Based on Rhino
3.1 Optimization Method Based on Plug-in
3.2 Optimization Method Based on Rhino’s Own Tools
3.3 Rhino’s Own Tools Improvements
4 Comparative Analysis
5 Conclusion
Acknowledgements
References
Construction of Equipment Maintenance Guiding System and Research on Key Technologies Based on Augmented Reality
Abstract
1 Preface
2 Equipment Maintenance Guiding System Based on Augmented Reality
3 Key Technologies of Equipment Maintenance Guiding
3.1 Tracking Registration Technology
3.2 Virtual-Real Masking Consistency Technology
3.3 Human-Computer Interaction Technology
4 Research Content and System Operation Process of Virtual-Real Fusion Maintenance Guiding
4.1 Research Content
4.2 System Operation Process
5 Summary
Acknowledgements
References
A New Fault Identification Method Based on Combined Reconstruction Contribution Plot and Structured Residual
Abstract
1 Introduction
2 Reconstruction Contribution Method
3 Structured Residual
3.1 The Principle of Structured Residual
4 The Fault Identification Algorithm Flow Based on Reconstruction Contribution Plot and Structured Residual
5 Simulation Validation and Analysis
5.1 Simulation Environment Setting
5.2 The Analysis and Comparison for Simulation
6 Conclusion
Acknowledgements
References
Prediction of Blast Furnace Temperature Based on Improved Extreme Learning Machine
Abstract
1 Introduction
2 Improved Extreme Learning Machine
2.1 Flower Pollinate Algorithm
2.2 Extreme Learning Machine
2.3 Improved ELM Based on FPA (FPA-ELM)
3 Prediction Model for Blast Furnace Temperature
4 Simulation Results
5 Conclusions
Acknowledgements
References
The Economic Dimension of Implementing Industry 4.0 in Maintenance and Asset Management
Abstract
1 Introduction
2 Value Driven Maintenance and Sensitivity Analysis
3 Industry 4.0
4 Discussion
5 Conclusion
References
Manufacturing System
Common Faults Analysis and Detection System Design of Elevator Tractor
Abstract
1 Elevator Tractor
2 Analysis of Common Faults of Elevator Tractor
3 Vibration Analysis of Elevator Tractor
3.1 Electromagnetic Vibration
3.2 Mechanical Vibration
4 Selection of Vibration Detection Points for Elevator Tractor
5 Design of Detection System for Elevator Tractor
5.1 Overall Design of Elevator Detection System
5.2 Design of Detection Software
5.3 Main Interface for Traction Machine Detection
References
Balanced Maintenance Program with a Value Chain Perspective
Abstract
1 Introduction
2 A Value Chain Perspective for Smart Maintenance
3 Balanced Maintenance Program
4 Conclusion
References
Construction Design of AGV Caller System
Abstract
1 Introduction
2 Construction of AGV Caller System
2.1 Overall Framework
2.2 Design of Caller
2.3 Design of CCS
2.4 Introduction to AGV
2.5 Stock Management
3 Experiment
4 Conclusion
Acknowledgements
References
A Transfer Learning Strip Steel Surface Defect Recognition Network Based on VGG19
Abstract
1 Introduction
2 Strip Steel Surface Defect Recognition Based on Convolutional Neural Network
2.1 Data Background Introduction and Model Performance Index Evaluation System
2.2 Convolutional Neural Network Structure Design and Performance Analysis
3 Strip Steel Surface Defect Recognition Network Based on Transfer Learning
3.1 Transfer Learning Network Based on VGG19
3.2 Improvement of Transfer Learning Network Based on VGG19
4 Comparison with Machine Learning Algorithms
5 Conclusions
Acknowledgements
References
Visual Interaction of Rolling Steel Heating Furnace Based on Augmented Reality
Abstract
1 Introduction
2 System Framework
3 System Structure Function Design and Implementation
3.1 Equipment Motion Control
3.2 Equipment Parameter Information Monitoring
3.3 Virtual Line Scheduling
4 Effect Analysis of Practical Application
5 Conclusion
Acknowledgements
References
Design and Test of Electro-Hydraulic Control System for Intelligent Fruit Tree Planter
Abstract
1 Introduction
2 Mechanical Structure and Control Principle of Planting System
3 Overall Scheme Design of Control System
3.1 Hardware Design of Control System
3.2 Automatic Planting Operation Subsystem
3.3 Data Acquisition Subsystem
3.4 PID Intelligent Feedback Subsystem
3.5 Hydraulic Transmission Control Subsystem
4 Test and Result Analysis
5 Conclusions
Acknowledgements
References
Lean Implementing Facilitating Integrated Value Chain
Abstract
1 Introduction
2 Theoretical Background
2.1 Integrated Value Chain
2.2 Lean
2.3 Factors Influencing Lean and Integration
3 Research Design
4 Results and Discussion
4.1 Management Commitment
4.2 Standardization
4.3 Visualization Tools
4.4 Employee Involvement
5 Conclusions
Acknowledgements
References
Developing of Auxiliary Mechanical Arm to Color Doppler Ultrasound Detection
Abstract
1 Function Requirements Analysis
2 Design of the Mechanical Arm
3 Simulation of the Mechanical Arm
3.1 Detection Simulation
3.2 Dynamics Simulation
4 Conclusions
References
The Importance of Key Performance Indicators that Can Contribute to Autonomous Quality Control
Abstract
1 Introduction
2 Zero Defect as a Purpose for Quality Planning and Data Collection
3 KPI’s for Autonomous Quality Control in Relation to a Workflow Software Engine
4 Results and Discussion
5 Conclusions
Acknowledgements
References
Collaborative Fault Diagnosis Decision Fusion Algorithm Based on Improved DS Evidence Theory
Abstract
1 Introduction
2 Collaborative Fault Diagnosis Decision Fusion Model Based on DS Evidence Theory
3 Decision Fusion Algorithm Based on Improved DS Evidence Theory
4 Numerical Simulation Analysis
5 Conclusions
Acknowledgements
References
Hybrid Algorithm and Forecasting Technology of Network Public Opinion Based on BP Neural Network
Abstract
1 Introduction
2 State of the Art
3 Methodology
3.1 Clustering Method Analysis
3.2 Algorithm and Optimization of BP Neural Network
4 Result Analysis and Discussion
5 Conclusions
Acknowledgements
References
Applying Quality Function Deployment in Smart Phone Design
Abstract
1 Introduction
2 Literature Review
3 Critical Evaluation
4 Conclusion
References
eQUALS: Automated Quality Check System for Paint Shop
Abstract
1 Introduction
2 State of the Art
3 The eQUALS System
3.1 Proof of Concept
3.2 Virtual Validation
3.3 Phase II
4 Results
5 Conclusions
Acknowledgments
References
Equipment Fault Case Retrieval Algorithm Based on Mixed Weights
Abstract
1 Introduction
2 CBR Based Fault Diagnosis Method
3 CRAMW Algorithm
3.1 Determination of Attribute Weight Based on Entropy Weight Method
3.2 Equipment Fault Case Retrieval Algorithm Based on Mixed Weights
4 Results and Discussion
5 Conclusions
References
Cascaded Organic Rankine Cycles (ORCs) for Simultaneous Utilization of Liquified Natural Gas (LNG) Cold Energy and Low-Temperature Waste Heat
Abstract
1 Introduction
2 Process Description
3 Process Optimization
4 Results and Discussion
5 Conclusion
References
Manufacturing Technology
Effect of T-groove Parameters on Steady-State Characteristics of Cylindrical Gas Seal
Abstract
1 Introduction
2 Model
2.1 T-groove Cylinder Gas Film Seal
2.2 Model Structure
2.3 Mesh Structure
2.4 Model Assumptions
2.5 Boundary Conditions
2.6 Solution Set
3 Results
3.1 Effect of Number of Grooves
3.2 Effect of Groove Depth
3.3 Effect of Groove Width Ratio (γ)
4 Summary
Acknowledgement
References
Simulation Algorithm of Sample Strategy for CMM Based on Neural Network Approach
Abstract
1 Introduction
2 Artificial Neural Network Approach
3 Model Implementation
4 Simulation Procedure
5 Results and Discussion
6 Conclusion
References
Digital Modeling and Algorithms for Series Topological Mechanisms Based on POC Set
Abstract
1 Introduction
2 Digital Modeling of Series Mechanism Topologies
2.1 Sports Subtype and Scale Constraint
2.2 A Digital Matrix Description of Series Mechanism POC Set
3 Planar Substring and Its POC Set
4 Automatic Generation of Series Mechanism POC Sets
4.1 Identification of Planar Substrings in Series Branches of Automatic Generation Algorithm Flow and Extraction of POC Set Matrix
5 Conclusion
References
Optimization of Injection Molding for UAV Rotor Based on Taguchi Method
Abstract
1 Introduction
2 Construction of Injection Molding Systems
2.1 Process Analysis
2.2 Establishment of a Finite Element Model
3 Experimental Design by Taguchi Method
4 Analysis of Experimental Data
4.1 Experimental Results
4.2 Effect of Process Parameters on Deformation of Plastic Parts
5 Verification and Analysis
6 Conclusion
References
Assembly Sequence Optimization Based on Improved PSO Algorithm
Abstract
1 Introduction
2 Problem Statement
2.1 Constraints
2.2 Fitness Function
3 Algorithmic Design
3.1 Basic PSO Algorithms
3.2 Improved PSO Algorithm
4 Examples Verification
4.1 Experimental Settings
4.2 Running Results
5 Conclusions
Acknowledgements
References
Influence of Laser Scan Speed on the Relative Density and Tensile Properties of 18Ni Maraging Steel Grade 300
Abstract
1 Introduction
2 Method
3 Results and Discussion
4 Conclusions
Acknowledgements
References
Application of Automotive Rear Axle Assembly
Abstract
1 Introduction
2 System Overall Technical Framework
2.1 Lightweight Treatment of Automobile Rear Axle Assembly Line
2.2 Data Acquisition During Assembly Execution
2.3 Interaction Mechanism Between Physical Space and Virtual Space
3 Framework Application Examples and Effects
4 Conclusions
Acknowledgements
References
Improvement of Hot Air Drying on Quality of Xiaocaoba Gastrodia Elata in China
Abstract
1 Introduction
2 Materials and Methods
2.1 Raw Materials
2.2 Main Equipment
2.3 Hot Air Drying
2.4 The Evaluation Index
2.5 The Technological Process
3 Results and Discussion
3.1 The Appearance
3.2 Dry Base Moisture Content
3.3 Gastrodin
3.4 Polysaccharide
4 Conclusions
Acknowledgements
References
Installation Parameters Optimization of Hot Air Distributor During Centrifugal Spray Drying
Abstract
1 Introduction
2 CFX Simulation and Verification
3 Optimization and Result Verification
3.1 CCD-RSM Parameters Optimization
3.2 Verify Optimized Process Parameters
3.3 Optimization Results
4 Conclusions
References
Wear Mechanism of Curved-Surface Subsoiler Based on Discrete Element Method
Abstract
1 Introduction
2 Establishment of Discrete Element Simulation Model
2.1 Subsoiler Model
2.2 Soil Model
2.3 Subsoiling Model
3 Results and Analysis of Discrete Element Simulations
3.1 Analysis of the Wear Surface of the Subsoiler
3.1.1 The Wear Surface of Subsoiler Tip
3.1.2 The Wear Surface of Subsoiler-Surface
3.1.3 The Wear Surface of Subsoiler Handle
3.2 Verification of the Subsoiler Wear
4 Conclusions
Acknowledgements
References
Development Status of Balanced Technology of Battery Management System of Electric Vehicle
Abstract
1 Introduction
2 Equalization Circuit Structure
2.1 Passive Equilibrium
2.2 Active Equilibrium
3 Balance Criteria
3.1 Equilibrium Variable
3.2 Equilibrium Strategy Method
4 Conclusion
References
Application Analysis of Contourlet Transform in Image Denoising of Flue-Cured Tobacco Leaves
Abstract
1 Introduction
2 General Model of Image Denoising
3 Image Denoising Based on Contourlet Transform
4 Analysis and Comparison of Simulation Results
5 Conclusions
References
Monte Carlo Simulation of Nanoparticle Coagulation in a Turbulent Planar Impinging Jet Flow
Abstract
1 Introduction
2 Numerical Methodology
2.1 Governing Equations for Gas Phase
2.2 Governing Equations for Particle Phase
3 Algorithmic Implementation
4 Results and Discussion
4.1 Configuration and Model Description
4.2 Evolution of Coherent Structures
4.3 Evolution of Nanoparticles
5 Conclusions
Acknowledgements
References
Structural Damage Detection of Elevator Steel Plate Using GNARX Model
Abstract
1 Introduction
2 Expression of GNARX Model
3 Identification of GNARX Model
3.1 Parameter Estimation of GNARX Model
3.2 Structure Identification of GNARX Model
4 Structural Damage Detection of Elevator Steel Plate
4.1 KNN Algorithm
4.2 Data Acquisition
4.3 Result and Discussion
5 Conclusions
References
Production Management
The Innovative Development and Application of New Energy Vehicles Industry from the Perspective of Game Theory
Abstract
1 Introduction
2 Literature Review
3 Case Analysis and Propositions
3.1 Model Assumptions and Definitions
3.2 Model Analysis and Recommendations
3.2.1 Game Model Analysis of Supply Side and Demand Side in New Energy Vehicle Market
3.2.2 Game Model Analysis of Supply Side in New Energy Vehicle Market
3.2.3 Game Model Analysis Between Government and Enterprise in New Energy Vehicle Market
4 Conclusions
Acknowledgement
References
Survey and Planning of High-Payload Human-Robot Collaboration: Multi-modal Communication Based on Sensor Fusion
Abstract
1 Introduction
2 Related Research
3 Scenarios
4 Discussion
5 Conclusion
Acknowledgements
References
Research on Data Encapsulation Model for Memory Management
Abstract
1 Introduction
2 Data Storage Modeling
3 Memory Management and Dynamic Storage
4 Application Example
5 Conclusions
References
Research on Task Scheduling Design of Multi-task System in Massage Chair Function Detection
Abstract
1 Introduction
2 The Principle of Task Scheduling
3 The Logical Design of Task Scheduling for Massage Chair Function Detection
4 The Verification of Massage Chair Function Detection Logic Task Scheduling
5 Conclusions
References
A Stochastic Closed-Loop Supply Chain Network Optimization Problem Considering Flexible Network Capacity
Abstract
1 Introduction
2 Mathematical Model
3 Algorithm
4 Experiment and Discussion
5 Conclusions
References
Solving the Location Problem of Printers in a University Campus Using p-Median Location Model and AnyLogic Simulation
Abstract
1 Introduction
2 Method
2.1 p-median Location Problem
2.2 AnyLogic Simulation
3 Case Study
4 Result and Discussion
5 Conclusions
References
Intelligent Workshop Digital Twin Virtual Reality Fusion and Application
Abstract
1 Introduction
2 System Framework
3 System Structure Function Design and Implementation
3.1 Multi-source Data Collection Based on Intelligent Workshop
3.2 Intelligent Workshop Data Fusion Model Based on Digital Twins
3.2.1 Intelligent Shop Floor Data Filtering Based on Digital Twins
3.2.2 Intelligent Workshop Data Fusion Modeling Based on Digital Twins
4 Effect Application Examples and Effect Analysis
5 Conclusions
Acknowledgements
References
Harvesting Path Planning of Selective Harvesting Robot for White Asparagus
Abstract
1 Introduction
2 Global Path Planning Algorithm
2.1 Harvesting Path Planning
2.2 Global Optimal Path Planning Algorithm
3 Path Planning Algorithm Based on Sequential Harvesting
4 Simulation Analysis of Path Planning Algorithm
4.1 Simulation Analysis of Global Optimal Path Planning Algorithm
4.2 Simulation Analysis of Path Planning Algorithm Based on Sequential Harvesting
4.3 Comparison Between Global Optimal Path Planning Algorithm and Path Planning Algorithm Based on Sequential Harvesting
5 Conclusion
Acknowledgements
References
Optimization of Technological Processes at Production Sites Based on Digital Modeling
Abstract
1 Introduction
2 Representation of an Initial Technological Route as an MSC Diagram
3 Optimization of a Technological Route
4 Digital Modeling and Simulation
5 Conclusions
Acknowledgements
References
Smart Maintenance in Asset Management – Application with Deep Learning
Abstract
1 Introduction
2 Smart Maintenance in Asset Management
2.1 The Trend Towards Smart Maintenance
2.2 Smart Maintenance Framework
3 Smart Maintenance Planning with Criticality Assessment
4 Discussion and Concluding Remarks
Acknowledgements
References
Maintenance Advisor Using Secondary-Uncertainty-Varying Type-2 Fuzzy Logic System for Offshore Power Systems
Abstract
1 Introduction
2 Reliability Models in System Maintenance Optimizer
3 Intelligent Maintenance Advisor with Type-2 Fuzzy Logic System
4 Results and Discussion
4.1 Case Study and Parameters
4.2 Advantage of Secondary-Uncertainty-Varying Type-2 Fuzzy Logic in Reducing Computational Complexity
4.3 Impacts of Operational Variations and Uncertainties on Optimization of Maintenance Schedules
5 Conclusions
Acknowledgements
References
Determine Reducing Sugar Content in Potatoes Using Hyperspectral Combined with VISSA Algorithm
Abstract
1 Introduction
2 Materials and Methods
2.1 Sample Preparation and Determination
2.2 Hyperspectral Acquisition System
2.3 Variable Iterative Space Shrinkage Algorithms
2.4 Running Environment and Software Code
3 Results and Analysis
3.1 Spectral Analysis and Pretreatment
3.2 Selection of Characteristic Wavelength
3.3 Establishment of Prediction Model
4 Conclusions
Acknowledgements
References
Game Theory in the Fashion Industry: How Can H&M Use Game Theory to Determine Their Marketing Strategy?
Abstract
1 Introduction
2 Literature Review
3 Game Theory in the Fashion Industry
4 Critical Analysis of Game Theory
5 Conclusion
References
Multidimensional Analysis Between High-Energy-Physics Theory Citation Network and Twitter
Abstract
1 Introduction
2 Shortest Path Length
3 Clustering Coefficients Comparison
4 Conclusion
References
Application of Variable Step Size Beetle Antennae Search Optimization Algorithm in the Study of Spatial Cylindrical Errors
Abstract
1 Introduction
2 Establishment of Mathematical Model of Spatial Cylindrical
3 Proposed Algorithm
3.1 Algorithm Flow
3.2 Algorithm Test
4 Experimental Results and Discussion
5 Conclusions
Acknowledgements
References
A Categorization Matrix and Corresponding Success Factors for Involving External Designers in Contract Product Development
Abstract
1 Introduction
2 Supplier Involvement
2.1 Relevant Supplier Categories for Contract Product Development
2.2 Success Factors
3 Methodology
4 A Categorization Approach/Matrix
5 Success Factors
6 Conclusion
Acknowledgements
References
Engineering Changes in the Engineer-to-Order Industry: Challenges of Implementation
Abstract
1 Introduction
2 Methodology
3 Engineering Change Management
4 Results
5 Discussion
6 Conclusion
Acknowledgements
References
Impact of Carbon Price on Renewable Energy Using Power Market System
Abstract
1 Introduction
2 Data and Methodology
2.1 Power System Modeling
2.2 Carbon Price and Scenarios Design
3 Results and Discussions
4 Conclusions and Discussion
References
Author Index