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