Proceeding of the 24th International Conference on Industrial Engineering and Engineering Management 2018

Name: Proceeding of the 24th International Conference on Industrial Engineering and Engineering Management 2018
Brand: Springer
Price: 149.79 EUR
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George Q. Huang Chen-Fu Chien Runliang Dou(Herausgeber*in)

Springer (Verlag)

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Erschienen am 12. Januar 2019

XI, 725 Seiten

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Inhalt

Intro
Contents
Smart Manufacturing
A Hybrid Algorithm for Facility Layout Problem of Mixed Model Assembly Line
Abstract
1 Introduction
2 MMAL-FLP Model
2.1 Relevant Parameters in the Model
2.2 Objectives and Constraints
3 3 NSGA2-TS
3.1 Definition of Fitness Value
3.2 Step of Hybrid Algorithm
4 Case Study and Analysis
4.1 Case Introduction
4.2 Hybrid Algorithm and Analysis of Result
5 Conclusion
References
Assessment of the Vulnerability of Emergency Rescue System in Coal Enterprises Based on GGAHP
Abstract
1 Introduction
2 Methodology
2.1 Establishing the Index System of Vulnerability Evaluation
2.2 Constructing the Judgment Matrix of Group Grey
2.3 Whitening of Group Grey Number Judgment Matrix
2.4 Consistency Test of Whitening Matrix
2.5 Calculating the Vulnerability of Index
3 Implementation
4 Conclusion
Acknowledgements
References
Research on Carbon Footprint Analysis Model of Mechanical and Electrical Products from the Perspective of LCA
Abstract
1 Introduction
2 Carbon Footprint Calculation Process
2.1 Target and Scope Determination
2.2 Selection of Functional Units
2.3 Determination of System Boundaries
2.4 Collection of Input Data
3 Product Carbon Footprint Calculation Model
3.1 The Stage of Access to Raw Materials ( G_{M} )
3.2 The Manufacturing and Assembly Stage ( G_{P} )
3.3 Transport Stage (GT)
3.4 Usage Stage (GU)
3.5 Recycling Stage (GR)
3.6 Sensitivity Analysis
4 Case Analysis
5 Conclusion
References
Ontology-Based Knowledge Representation Approach for Packaging Cost Estimation of Mechanical and Electrical Products
Abstract
1 Introduction
2 Cost Estimation Analysis for Different Packaging Design Stages
2.1 Cost Estimation Analysis of Package Scheme Design Stage
2.2 Cost Estimation Analysis of Detailed Packaging Design Stage and Packaging Construction Stage
2.3 The Concept System of Packaging Cost of Mechanical and Electrical Products
3 Ontology-Based Knowledge Representation of Packaging Cost Estimation
3.1 Classes or Concepts
3.2 Relations
3.3 The Other Modeling Primitives
3.4 Packaging Cost Knowledge Query Using Ontology
4 Conclusion
References
A Smart Framework for Intelligent Manufacturing in the Aluminum Profile Industry Using IoT Technologies
Abstract
1 Introduction
2 Problems and Issues
3 An Intelligent Manufacturing Framework
3.1 Mould Management
3.2 Warehouse Management
3.3 Integration of Information Systems
4 Application of IoT Technologies
4.1 Information Technology Adoption Study
4.2 A Module Lifetime Management System Based on IoT
4.3 Aluminum Profiles Manufacturing Warehouse Management Using IoT
4.4 A Fusion Technique of Cloud Computing and IoT
5 Conclusion
Acknowledgements
References
Two-Wheel Drive Practice Led by Lean Thinking
Abstract
1 Background, Purpose and Meaning
2 Establishment of Two-Wheel Drive Model Led by Lean Thinking
3 Case of Two-Wheel Drive Achieved by Lean Thinking
3.1 Intellectualization of Lean Design
3.2 Modularization of Lean Development
3.3 Digitization of Lean Production Arrangement
3.4 Flexibility of Lean Production
3.5 JIT of Lean Logistics
3.6 Standardization of Lean Production
4 Law of Two-Wheel Drive Practice Led by Lean Thinking
4.1 Two-Wheel Drive Led by Lean Thinking
4.2 Two-Wheel Drive Supported by Lean System
4.3 Two-Wheel Drive Promoted by Lean Culture
4.4 Enterprise Innovation Mechanism Changed by Two-Wheel Drive
5 Conclusions
References
Controlling and Optimization of Maintenance Production System for EMU Bogies
Abstract
1 Introduction
2 The Process Flow Analysis of Bogie Maintenance
2.1 Maintenance Procedures Analysis
2.2 Modeling the Bogie Maintenance Production Line
2.3 Simulation of Current Maintenance Production
2.4 Simulation Results After Optimization
3 Mixed-Flow Scheduling of the Bogie Maintenance
3.1 Mixed-Flow Scheduling of D and T
3.2 Mixed-Flow Scheduling of Three Levels Maintenance
4 Conclusions
References
Design and Development of the Personalized Customized Platform of Electric Motor Based on J2EE
Abstract
1 Introduction
2 Manufacturing Status of Motor Enterprises
3 System Function Design
4 System Data Model Design
5 System Architecture Design
6 System Development
7 Conclusion
Acknowledgements
References
Joint Optimization of Flexible Periodic Preventive Maintenance and Nonidentical Parallel Machines Scheduling with Consideration of Delivery on Time
Abstract
1 Introduction
2 Problem Description
3 Problem Formulation
4 The Hybrid Variable Neighborhood Genetic Algorithm Procedure (VNSGA)
5 Computational Results and Discussion
6 Conclusion
References
Mean Shifts Monitoring of Auto-correlated Manufacturing Processes Using Long Short-Term Memory-Based Recurrent Neural Network
Abstract
1 Introduction
2 Methodology
2.1 The Basic Architecture of LSTM Neural Network
2.2 LSTM-Based Model Construction
3 Results
3.1 The Model of Process Data: AR (1) with Step Shifts
3.2 Performance Comparison with Other Monitoring Schemes
4 Conclusion
Acknowledgements
References
Exploring a New Lean Operation Mode for Chinese Manufacturing Enterprises Based on Comparing Major "Industry 4.0" Strategies
Abstract
1 Introduction
2 Comparison with "Industrie 4.0", "Made in China 2025" and "Industrial Internet of Things"
3 Exploring a New Lean Operation Mode for Chinese Manufacturing Enterprises
3.1 A Corresponding Organizational Structure
3.2 A Corresponding Propulsion System Framework
4 Conclusion
Acknowledgements
References
Legal Guarantee of Green Manufacturing in China Under the Background of Ecological Civilization
Abstract
1 Introduction
2 The Connotation of Green Manufacturing in New Era: Eco-change
3 Legal Systems Related to Green Manufacturing
3.1 Renewable Energy Law and Environmental Protection Priority
3.2 Circular Economy Promotion Law and Comprehensive Utilization of Resources
3.3 Cleaner Production Promotion Law and Source Reduction/Pollution Prevention
3.4 Renewable Energy Law/Energy Conservation Law and New Energy/Energy Conservation and Utilization
3.5 Environmental Protection Tax Law and Pollution Regulation
4 The New Requirement of Green Manufacture to Law in the New Era
5 Conclusion
Acknowledgements
References
Scheduling Optimization for Multi-AGVs in Intelligent Assembly Workshop
Abstract
1 Introduction
2 Structure of Multi-AGVs Scheduling System
3 Solution to Multi-AGVs Scheduling
3.1 Mathematical Model
3.2 Optimization
4 Verification Results
5 Conclusions
Acknowledgements
References
Artificial Intelligence
Random Forest Classifier for Distributed Multi-plant Order Allocation
Abstract
1 Introduction
2 Literature Review
3 Problem and Data Description
3.1 Problem Description
3.2 Data Description
4 Methodology
4.1 Proposed Model
4.2 Feature Selection by Decision Tree Tool
4.3 Random Forest (RF) Classifier
4.4 Compared Classifiers
5 Results and Discussion
5.1 Experiment
5.2 Results and Discussion
6 Conclusion
Acknowledgements
References
Reliability Modeling with Application for Calibration Data
Abstract
1 Introduction
2 Preliminaries
2.1 Wiener Degradation Process
2.2 As-Found As-Left
3 Application
3.1 Background and Data
3.2 Data Treatment
3.3 Model Selection
3.4 Parameter Estimation
3.5 Model Verification
3.6 Reliability Measure
4 Conclusion
References
Research on Long-Term Portfolio Selection Model Based on DEA Cross-Efficiency Evaluation
Abstract
1 Introduction
1.1 Background
1.2 Objectives
2 Methodology Development
2.1 Portfolio Selection
2.2 Evaluation by Financial Ratio with Assurance Region Constraints
2.3 Long-Term DEA Cross-Efficiency Evaluation
2.3.1 RAM-DEA Cross-Efficiency Evaluation
2.3.2 Multi-period Aggregation Mean-Variance Optimization
3 Conclusion
References
Subspace Clustering Based on Self-organizing Map
Abstract
1 Introduction
2 Self-organizing Map
3 Subspace Clustering Based on Self-organizing Map (SCBSOM)
3.1 Find One-Dimensional Clusters
3.2 Merging Procedure
3.3 The Clustering Result
4 Experiments
4.1 Synthetic Datasets
4.2 Real-World Datasets
5 Conclusion
Acknowledgements
References
The R&D and Test of the Forest Harvester Control System Based CAN
Abstract
1 Introduction
2 Methodology
3 Result
4 Design Display
5 Discussion
6 Conclusion
Acknowledgements
References
System Modelling and Development of Accurate Feeding Control System for Forest Harvester Operation
Abstract
1 Introduction
2 Analysis of Control Requirement of Operation Head
3 System Composition
4 PID Controller
4.1 Incremental PID Algorithm
4.2 Controller Software Design
5 Parameter Selection Description
5.1 PID Parameter Selection and Experiment
5.2 Multi-segment Adaptive PID Control Algorithm
6 Concluding Remarks
Acknowledgements
References
Subspace Learning with an Archive-Based Genetic Algorithm
Abstract
1 Introduction
2 Methodology
2.1 An Overview of the Proposed Model
2.2 The Archive Subspace Ensemble Based on Genetic Algorithm
3 Results
4 Conclusion
Acknowledgements
References
Incorporating Social Information in Recommender Systems Using Hidden Markov Model
Abstract
1 Introduction
2 Methodology
2.1 Model Description
2.2 Model Components
2.3 Model Derivation
2.4 The EM Algorithm
2.5 Prediction and Recommendation
3 Experiments
3.1 Experimental Settings
3.2 Experimental Results
4 Conclusion
Acknowledgements
References
Multivariate Process Monitoring and Fault Identification Using Convolutional Neural Networks
Abstract
1 Introduction
2 Methodology
2.1 Convolutional Neural Networks
2.2 SVM and Kernels
3 Results
3.1 Example with Two Variables (Bivariate)
3.2 Example with Tennessee Eastman Process
4 Conclusion
Acknowledgements
References
The Maintenance Evaluation Method Based on Virtual Reality
Abstract
1 Introduction
2 Methodology
2.1 Actual Maintenance Time Collection
2.2 Collection of Maintenance Time in Virtual Environment
3 Results
4 Discussion
5 Conclusion
Acknowledgements
References
An IoT Based Solution for Cyber-Physical Fusion in Shop-Floor
Abstract
1 Introduction
2 Design of the IoT System
2.1 Cyber Models for Shop-Floor
2.1.1 Cyber Model for Machining
2.1.2 Cyber Model for Assembly
2.2 IoT Based Architecture for Cyber-Physical Fusion
3 Key Technologies of IoT Based Cyber-Physical Fusion
3.1 RFID Based Logistics Tracking
3.2 ZigBee Based Interaction of Logistics Equipment
3.3 Virtual Instrument Based Machine Tool Monitoring
4 System Implementation
4.1 Implementation of IoT
4.2 Architecture and Mechanism of the Management Platform
4.3 Remote Monitoring and Control
5 5 Conclusion
Acknowledgements
References
Research on Simulation Analysis of SRM and RGV Collaborative Operation
Abstract
1 Introduction
2 Modelling the AS/RS
2.1 Outbound Operation Logic Description
2.2 Modeling the AS/RS
3 Analysis with Different RGV Scheduling Policies on the Simulation Model
3.1 Scheduling Policies
3.2 Simulation Experiment Under Different Load
4 Conclusion
Acknowledgements
References
Simulation and Optimization
The Framework and Methods of Quantitative Assessment for Education Reform in Industrial Engineering
Abstract
1 Introduction
2 IE Education Worldwide
2.1 IE Education in America
2.2 IE Education in Europe
2.3 IE Education in Japan
2.4 IE Education in China
2.5 IE Education in Northwestern Polytechnical University
3 Framework of Quantitative Assessment for IE Education Reform
3.1 Main Contents
3.2 Main Objective
4 Methods of Quantitative Assessment for IE Education Reform
4.1 Main Methods
4.2 Main Advantages
5 Conclusion
Acknowledgements
References
A Feasible Method to Implement Shared Decision Making in Routine Practice
Abstract
1 Introduction
2 Methodology
2.1 The Conjoint Analysis
2.2 The Triangular Fuzzy Number
2.3 Fuzzy Multi-attribute Group Decision Making
3 Results
4 Discussion and Conclusion
Acknowledgements
References
An Optimal Investment Strategy Against Information Security Risks
Abstract
1 Introduction
2 Literature Review
3 Model Description
3.1 Weakest-Link Case
3.2 Partial-Correlation Case
4 Discussion
4.1 Weakest-Link Case
4.2 Partial Correlation Case
5 Conclusion
References
A Measure for Modularity and Comparative Analysis of Modularity Metrics
Abstract
1 Introduction
2 Measure for Modularity in Literatures
3 A Module Partition Metric
4 Case Study
4.1 Case 1
4.2 Case 2
5 Discussion
6 Conclusion
Acknowledgements
References
Analysis of Influence Factors for Reverse Recycling of Damaged Shared Bicycles Based on CRITIC-DEMATEL Method
Abstract
1 Introduction
2 Establish Influence Factor System for Reverse Recycling of Damaged Shared Bicycles
2.1 Enterprise Dimension
2.2 Product Dimension
2.3 Government Dimension
2.4 Society Dimension
3 Methodology
4 Empirical Analysis
4.1 Data Collection
4.2 Data Analysis
5 Conclusion
Acknowledgements
References
Failure Analysis of Express Service Based on Service Blueprint and FMEA
Abstract
1 Introduction
2 Express Logistics Enterprise Service Blueprint
2.1 Express Logistics Enterprise Service Blueprint
2.2 Critical Moment Analysis of Customer Behavior
3 Failure Analysis of S Company Express Based on FMEA
3.1 Construction of Service Index System
3.2 Failure Factor Analysis and RPN Value
3.3 Failure Analysis
4 Improvements to the Results of Failure Analysis Are Presented
4.1 According to the Insurance Payment Link
4.2 For the Integrity of the Goods
4.3 Query Ability for Order Tracking
5 Conclusion
References
Correlation Analysis Between Capital Structure and Enterprise Value of Communication Service Industry Companies-A Case Study of Shanghai and Shenzhen A-share Listed Companies
Abstract
1 Introduction
2 Methodology
3 Results
3.1 Figures and Variables
3.2 References
3.3 Research Hypothesis
3.4 Model Establishment
3.5 Sample Selection
3.6 Descriptive Analysis
3.7 Regression Analysis
4 Discussion
5 Conclusion
Acknowledgements
References
An Empirical Analysis of Equity Structure and Performance of Listed Tourism Companies in China
Abstract
1 Introduction
2 Research Design
2.1 Hypothesis
2.2 Sample Selection
2.3 Variable Selection
3 The Empirical Results and Analysis
3.1 The Descriptive Statistical Analysis
3.2 The Yield of Net Assets Is the Explanatory Variable
3.3 The Profitability of Main Business Is the Explanatory Variable
4 Research Conclusion
References
Dynamic Analysis of Regional Scientific and Technological Innovation Capacity-A Case Study in Sichuan Province
Abstract
1 Introduction
2 Dynamic Model of Regional Scientific and Technological Innovation Index System
3 Evaluation Steps
4 Analysis of Regional Scientific and Technological Innovation Capacity in Sichuan Province
4.1 Data Analysis
4.2 Result Analysis
5 Conclusions
Acknowledgements
References
Coordination Effects of Market Power and Fairness Preference on Supply Chain
Abstract
1 Introduction
2 Problem Description and Basic Assumptions
2.1 Problem Description
2.2 Basic Assumptions
3 Benchmark for Coordination Effects: The Nash Game with Balanced Market Power and No Fairness Preference
4 The Coordination Effects of Market Power on Supply Chain
4.1 Supply Chain Decisions Under Different Market Power Structures
4.2 The Influence of Market Power on Supply Chain Coordination
5 The Coordination Effects of Fairness Preference on Supply Chain
5.1 Supply Chain Decisions Under Different Fairness Preference Structures
5.2 Influence of Fairness Preference on Supply Chain Coordination
6 Comparison of Coordination Effects of Market Power and Fairness Preference on Supply Chain
7 Conclusion
Acknowledgements
References
A Novel Framework for Top-N Recommendation Based on Non-negative Matrix Tri-Factorization
Abstract
1 Introduction
2 Related Work
3 Methodology
3.1 Non-negative Matrix Tri-Factorization Based Submatrices Discovery
3.2 Recommendation with Submatrices
4 Experiments
4.1 Experimental Setup
4.2 Comparisons on Accuracy
4.3 Comparisons on Ranking Metrics
4.4 Effect of the Number of Groups
5 Conclusion
Acknowledgements
References
Comprehensive Evaluation of the Efficiency of China's Highway Freight Transport Platform Based on AHP-DEA
Abstract
1 Introduction
2 Literature Review
3 Construction of Efficiency Evaluation Index System for Highway Freight Transport Platform
3.1 Evaluate the Data Source
3.2 Evaluation System
4 The Efficiency Evaluation Result of Highway Freight Platform
4.1 The AHP Method Is Used to Solve the Index Weight of the Criterion Layer
4.2 DEA Efficiency Evaluation of Highway Freight Transportation Platform
4.3 Efficiency Analysis of Highway Freight Transportation Platform
4.4 Analysis of the Reasons for the Difference of Highway Freight Platform Efficiency
5 Conclusion and Recommendation
References
Forecasting and Planning for Inventory Management in a Complex Rental Housing Unit Supply Chain Environment
Abstract
1 Introduction
2 Rental Housing Unit Business Model
3 Seasonal Forecasting Method
4 Case Study
4.1 Rental Housing Unit Supply Chain
4.2 Forecasting Results
4.3 Simulation Model Construction
4.4 Analysis of Simulation Results
5 Conclusions
Acknowledgements
References
Simulation Research on Core Control Parameters of Electromagnetic Force in Electromagnetic Riveting System
Abstract
1 Introduction
2 Theoretical Analysis
2.1 Electromagnetic Riveting Principle
2.2 Discharge Circuit Model
3 Finite Element Modeling
4 Results and Discussion
4.1 Test Verification and Electromagnetic Force
4.2 Influence of Voltage
4.3 Influence of Capacitance
4.4 Effect of Inductance
4.5 Influence of Resistance
5 Conclusion
References
The Application of Foreground Theory and Genetic Algorithm in Bus Dispatching
Abstract
1 Introduction
2 Theoretical Basis
2.1 Prospect Theory
2.2 Genetic Algorithm
3 Mathematical Model of Bus Dispatching
3.1 Hypothesis of Traveler and Reference Point
3.2 Model Hypothesis
3.3 Objective Function
3.4 Model Constraints
4 Genetic Algorithm Optimizes Bus Scheduling
4.1 Chromosome Coding
4.2 Chromosome Decoding
4.3 Selection of Initial Group
4.4 Fitness Function
4.5 Genetic Manipulation
5 Bus Dispatching of Panzhihua College Bus
5.1 Current Analysis
5.2 Scheduling Optimization
5.3 Practical Application
6 Conclusion
Acknowledgements
References
China GDP Prediction on Traffic and Transportation by PCA
Abstract
1 To Reduce Dimensions by Principal Component Analysis
1.1 To Make Raw Data of Principal Component Analysis Non-dimensional by Mean of Equalization
1.2 To Compute Components Coefficient Matrix Through Non-dimensional Process Data
1.3 To Compute the Eigenvalue and Eigenvector of Coefficient Matrix R , then to Seek Orthogonal Matrix U and Set Principal
1.4 To Select m Principal Enable Accumulated Contribution Rate \sum\nolimits_{j = 1}^{m} {\eta_{j} } Exceeding 97%
2 The Case Study
2.1 Let's Take China' GDP and Related Database Shown as Table 1 as Study Sample to Seek Some Related Results About GDP
2.2 Some Proposals About the Result
Acknowledgements
References
Research on Facility Location Considering Location Cost and Competition Cost
Abstract
1 Introduction
2 Modeling
2.1 Utility Model
2.2 Model of Competition Cost
2.3 Objective Function Model
3 Algorithm Design
4 Numberical Analysis
5 Conclusion
References
A Study on Construction Project Cost Management Based on Neural Network
Abstract
1 Introduction
2 Theoretical Basis
2.1 Concept of Project Cost Management
2.2 BP Neural Network
2.3 Factors Affecting the Cost of Projects
3 Research Design
3.1 Model Design
3.2 The Learning Process of the Neural Network
3.3 Case Study
4 Conclusion
References
Weighted Self-regulation Complex Network-Based Modeling and Key Nodes Identification of Multistage Assembling Process
Abstract
1 Introduction
2 Methodology
2.1 Constructed the WSRVPN Model
2.2 Using the Weighted LeaderRank Algorithm to Identify the Key Nodes
3 Industrial Case Study
4 Conclusion
Acknowledgements
References
Risk Identification and Assessment of the Development of Final Optics Assembly
Abstract
1 Introduction
2 Risk Identification Method
2.1 Establishment of Risk Description Model
2.2 Establishment of Risk Identification Model
2.3 Risk Identification for FOA Development Project
2.4 Establishment of Risk Identification Matrix
3 Risk Assessment Method
3.1 Establishment of Risk Assessment Model
3.2 Risk Analysis
3.3 AHP Method for Risk Assessment
4 Conclusion
Acknowledgements
References
Study on Agile Software Development Based on Scrum Method
Abstract
1 Introduction
2 Methodologies
2.1 The Generation of Scrum Development Method
2.2 The Roles, Processes, and Artifacts of the Scrum Development Approach
3 Software Development Improvement Based on Scrum Method
3.1 Scrum Project Team Planning
3.2 Scrum Project Flow Planning
3.3 Scrum Project Supervision and Review Planning
4 Case Analysis
5 Conclusion
References
Dispatching Rules in Assembly Job Shop with Machine Breakdown and Preventive Maintenance
Abstract
1 Introduction
2 Machine Reliability and Maintenance
3 Dispatching Rules on Assembly Job Shop
4 The Simulation for Assembly Job Shop
4.1 Simulation Settings
4.2 Performance Measures
5 Experimental Design and Discussion
5.1 Experimental Design
5.2 Discussion
6 Conclusion
Acknowledgements
References
An Analysis of Strategies for Coupled Design Tasks Reviewing with Random Rework
Abstract
1 Introduction
2 Methodology
3 Results
4 Discussion
5 Conclusion
Acknowledgements
References
Logistics Engineering
Research on Influential Factors of the Coal Mine Production Logistics System Efficiency Based on Rough Set
Abstract
1 Introduction
2 Rough Set Theory
3 The Efficiency Factors Analysis Model of Coal Mine Production Logistics System
3.1 Construction of Indicator System of Influencing Factors of Coal Mine Production Logistics System Efficiency
3.2 Data Collection and Processing
3.3 Attribute Importance Calculation
4 Discussion and Conclusion
Acknowledgements
References
Design of Integrated Logistics Model for Ceramic Enterprises in Liling
Abstract
1 Introduction
2 Analysis of Liling Ceramic Logistics
2.1 Liling Ceramic Industry Overview
2.2 Status of the Logistics Industry in Liling
2.3 Characteristics of Ceramic Production Logistics
2.4 Liling Ceramic Logistics of the Main Problems
3 Liling Ceramic Integrated Logistics Model Design
3.1 Optimize the Self-logistics Model of Ceramic Enterprises
3.2 Logistics Costs and Organizational Structure Improvement
4 Conclusion
References
Security Decisions in a Networked Supply Chain with Integration
Abstract
1 Introduction
2 Literature Review
3 Model
3.1 The Model Description
3.2 Comparative Statics
4 Model Extension
5 Conclusion and Discussion
References
Investigation on Musculoskeletal Disorders of the Workers in Automobile Production Logistics
Abstract
1 Introduction
2 Objects and Methods
3 Results
3.1 A Total Score (Arm, Wrist Position)
3.2 C (Line) Score
3.3 B Total Score (Neck, Body, Leg Position)
3.4 C (Column) Score
3.5 RULA Total Score
4 Suggestion
Acknowledgements
References
Comparison of Factory Layout Based on Traditional SLP Method and Improved SLP Method
Abstract
1 Research Object
2 Facing Problems
3 Analysis of Current Situation
3.1 Logistics Relations
3.2 Non-logistics Relationship
3.3 Comprehensive Relationship
4 Scheme Design
4.1 The Traditional SLP Method
4.2 Improved SLP Method
4.2.1 Workshop Layout Modeling
4.2.2 Layout Optimization Results
5 Summary
5.1 Quantitative Analysis
5.2 Qualitative Analysis
References
A Pricing Model of Chinese Medicinal Materials Logistics Distribution Service Based on Consumer Environmental Preference
Abstract
1 Introduction
2 Model Symbols and Assumptions
3 Demand Functions Analyses
4 Model Building
4.1 Integrated Supply Chain
4.2 Decentralized Supply Chain
5 Conclusion
Acknowledgements
References
Research on Profit Allocation of Aquatic Products Cold Chain Logistics Alliance Based on Cooperative Game Theory
Abstract
1 Introduction
2 Model Establishing
2.1 Basic Assumptions of the Model
2.2 The Characteristic Function of Model
2.3 The Solution X of Multiplayer Cooperative Game Model
2.4 The Solution of the Multiplayer Model
3 Example Analysis
4 Conclusion
Acknowledgements
References
Evolutionary Game Analysis of Supply Chain Subjects' Information-Sharing from the Perspective of Building Industrialization
Abstract
1 Introduction
2 Basic Principles of Model Building
2.1 System Background
2.2 System Specification
3 Evolutionary Game Analysis
3.1 Hypothesis
3.2 Evolutionary Game Model Establishment
3.3 Evolution Path and Result Analysis
4 Simulation Verification
4.1 Impact of Information-Sharing Cost (C)
4.2 Impact of Incentive Coefficient \left(\upalpha \right)
4.3 Impact of Other Factors
5 Conclusion
Acknowledgements
References
Research on Logistics Platform Resource Integration Based on UTAUT Model
Abstract
1 Introduction
2 Status Quo of Logistics Platform in China
3 Contents of Logistics Platform Resource Integration
3.1 Goal for Logistics Platform Resource Integration
3.2 Key Objects of Logistics Platform Resource Integration
4 Conceptual Framework of Logistics Platform's Resource Integration
5 UTAUT Model
6 Conclusion
Acknowledgements
References
Dynamic Pricing with Reference Quality Effects in Closed-Loop Supply Chain
Abstract
1 Introduction
2 Problem Definition
3 Solutions
4 Numerical Study
5 Conclusion
References
Research on Coordination of Closed-Loop Supply Chain Revenue Sharing Contract Under Disruption
Abstract
1 Introduction
2 The Impacts of Emergencies on the Closed-Loop Supply Chain
3 Coordinated Closed-Loop Supply Chain Coping with the Emergencies
4 Conclusions
Acknowledgements
References
Quality and Reliability, Ergonomics and Human Factors and Data Mining
Quality Analysis of Rear Axle Assembly Based on AHP
Abstract
1 Overview
2 Analysis of Main Causes of Quality Fluctuation
2.1 Analysis of Assembly Quality Characteristic
2.2 Analysis of Main Factors of Assembling Quality Fluctuation
3 The Analysis of the Main Process of the Assembly Quality
4 Conclusion
Acknowledgements
References
Study on Productivity Improvement and Quality Control at a Smart Card Company Based on Six Sigma
Abstract
1 Introduction
2 Methodology
2.1 Six Sigma Management
2.2 DMAIC
3 Results and Discussion
3.1 Attribute Agreement Analysis
3.2 T-Test for Measuring Devices
3.3 Failure Modes and Effects Analysis
3.4 Design of Experiment
3.5 Capability Analysis for New Connecting Force
4 Conclusion
Acknowledgements
References
Using Six Sigma to Optimize Fan Blade Structure
Abstract
1 Introduction
2 Wind Turbine Blade 3D Modeling
2.1 Calculate Parameters
2.2 Establish 3D Model
3 Optimization Process Based on Six Sigma
3.1 Optimization Parameters
3.2 Analysis Results
4 Conclusion
References
Analysis on the Strategy of Promoting the Quality of Shared Bicycle Service Based on Evolutionary Game
Abstract
1 Introduction
2 Evolutionary Game Model Construction
2.1 Model Basic Assumptions
2.1.1 Game Analysis of Government and Enterprise Double Matrix
2.2 Payment Matrix Construction
2.2.1 Stable Analysis of Enterprise Evolution Strategy
2.2.2 An Analysis of Government's Evolutionary Stabilization Strategy
2.3 Strategy Dynamic Evolution Trend Analysis
3 Analysis of Game Evolution and Suggestions on Quality Improvement
4 Conclusion
Acknowledgements
References
The Study and Construction of Quality Credit Contract Model Between the Enterprise and the Consumer Based on Game Theory
Abstract
1 Introduction
2 Basic Assumptions and Parameter Settings of the Game Model Between the Enterprise and the Consumer
3 Onstruction and Analysis of the Evolutionary Game Model Between the Enterprise and the Consumer
3.1 Construction of the Game Model Between the Enterprise and the Consumer
3.2 Replicated Dynamic Equation of Game Between the Enterprise and the Consumer
3.3 Analysis of Evolutionary Stable Strategy in Game Between the Enterprise and the Consumer
4 Numerical Experiment and Result Analysis of Evolutionary Model Between the Enterprise and the Consumer
4.1 Impact of the Cost for Maintaining the High Quality Credit Level by the Enterprise ( C_{h} ) on Evolutionary Results
4.2 Impact of the Cost for Maintaining the Low Quality Credit Level by the Enterprise on Evolutionary Results
4.3 Impact of the Income Obtained by the Consumer Resulted from the High Quality Credit of Enterprise on Evolutionary Results
4.4 Impact of the Government's Punishment for the Enterprise's Behaviors of Breaching Quality Promises ( P_{g} ) on Evolutionary Results
4.5 Impact of the Loss to the Consumer Caused by the Enterprise's Low Quality Credit on Evolutionary Results
5 Summary
References
Patent Quality Evaluation Model Based on Hesitant Fuzzy Soft Set
Abstract
1 Introduction
2 Evaluation Index System
3 Patent Quality Evaluation Model Based on Hesitation Fuzzy Soft Set
3.1 Basic Concepts of Hesitant Fuzzy Soft Sets
3.2 The Concrete Steps of the Evaluation Method
4 Conclusion
References
The Research of Affected Factors of Musculoskeletal Pain of Video Display Terminal Operator Based on ISM
Abstract
1 Introduction
2 Methodology
3 Results
3.1 Ensure the Critical Influencing Factors
3.2 Adjacency Matrix Building
3.3 Reachable Matrix Calculating
3.4 Hierarchical Relation Judging
3.5 Constrict the ISM
4 Discussion
4.1 Surface Layer Factors
4.2 Middle Layer Factors
4.3 Deep Layer Factors
5 Conclusion
Acknowledgements
References
Factors Affecting Decision on Mobile Phone Types for Consumer Purchase Based on Discrete Choice Model
Abstract
1 Introduction
2 Methodology
2.1 Utility Theory
2.2 MNL Model
3 Data and Model Establishment
3.1 Basic Statistical Description of the Data
3.2 Variable Selection
3.3 Establishment of Selection Model for Mobile Phone Types
4 Results and Discussion
4.1 The Results of Model Test
4.2 The Analysis of Regression Results
5 The Precise Marketing Scheme
5.1 The Precise Marketing Scheme for a Mobile Phone Type
5.2 The Value of the Precise Marketing Scheme
6 Conclusion
References
The Spatial Econometric Analysis of Regional Economic Development in Jiangxi Province
Abstract
1 Introduction
2 Spatial Statistical Analysis
2.1 Local Moran's I Index
3 Empirical Analysis
4 Suggestions
5 Concluding Remarks
Acknowledgements
References
Segmentation of Human Motion Sequence Based on Motion Primitives
Abstract
1 Introduction
2 Methodology
2.1 Fundamentals
2.2 Characteristic of Data
2.3 Singular Value Decomposition
3 Splitting Frame Detection
4 Results
5 Conclusion
Acknowledgements
References
Human Motion Simulation and Analysis in Microgravity Environment Based on ADAMS
Abstract
1 Introduction
2 Structure Analysis of Human Body
3 Rigid Body Modelling Based on Solidworks
4 Dynamic Simulation of Human Body Using Adams
5 Conclusion
Acknowledgements
References
Cloud Computing Knowledge Domains Mining Based on Patent Networks
Abstract
1 Introduction
2 Methodology
3 Data Analysis
3.1 Cloud Computing Patent Trend Study
3.2 Cloud Computing Patent Assignee Network
3.3 Cloud Computing Patent Classifications
3.4 Cloud Computing Inventor Network Study
4 Conclusion
Acknowledgements
References
Big Data-Driven Simulation Analysis for Inventory Management in a Dynamic Retail Environment
Abstract
1 Introduction
2 Problem Statement
3 Case Study
3.1 An Automated Refreshment System
3.2 Simulation Model Construction
3.3 Optimal Algorithm Model Construction
3.4 Determination Factor Identification
4 Conclusions
References
Research on Application of PCA and K-Means Clustering in Enterprise Human Resources
Abstract
1 Introduction
2 Basic Principles and Steps of Principal Component Analysis
3 K-Means Clustering Principle and Steps
4 PCA and K-Means Combined Application
5 Case Study
5.1 Results After Principal Component Analysis
5.2 Cluster Analysis Results
5.3 Sorting Between Classes
5.4 Sort Within the Class
6 Conclusion
Acknowledgements
References
A Multi-objective Optimization Approach for Influence Maximization in Social Networks
Abstract
1 Introduction
2 Related Work
3 Multi-object Optimization Model for the IM
3.1 Spread of Influence
3.2 Cost of Influence
3.3 Multi-objective Optimization Model for the IM
3.4 Mathematical Model of Multi-objective Optimization
4 Solving Algorithm for the MOP Model
4.1 Population Initialization
4.2 Mutation
4.3 Crossover
4.4 Selection
5 Experimental Analysis
6 Conclusion
Acknowledgements
References
A Collaborative Filtering Method for Cloud Service Recommendation via Exploring Usage History
Abstract
1 Introduction
2 Related Work
3 Recommendation Approach
3.1 User Similarity Computation
3.2 User Neighbor Selection
3.3 Possibility Prediction
4 Experiment and Evaluation
4.1 Dataset and Experimental Setup
4.2 Evaluation Metrics
4.3 Performance Comparison
4.4 Impact of Cloud Service Popularity
4.5 Impact of Neighbor Size k
5 Conclusion and Future Work
Acknowledgements
References

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