Industrial Engineering in the Internet-of-Things World

Name: Industrial Engineering in the Internet-of-Things World | Selected Papers from the Virtual Global Joint Conference on Industrial Engineering and Its Application Areas, GJCIE 2020, August 14-15, 2020
Brand: Springer
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Selected Papers from the Virtual Global Joint Conference on Industrial Engineering and Its Application Areas, GJCIE 2020, August 14-15, 2020

Fethi Calisir(Herausgeber*in)

Springer (Verlag)

1. Auflage

Erschienen am 7. August 2021

X, 496 Seiten

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978-3-030-76724-2 (ISBN)

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Inhalt

Intro
Preface
Contents
Industrial Engineering
Safety Risk Management in Complex Systems
Introduction
Methodology
The Principles of FRAM
The FRAM Steps
Results
Discussion and Conclusion
References
The Problems of Project Management Companies in the Turkish Construction and the Real Estate Industries
Introduction
Methodology
Data
Results
Discussion and Conclusion
References
Forecasting of Retail Produce Sales Based on XGBoost Algorithm
Introduction
Methodology
Description of Data
Time Series
Seasonal ARIMA (SARIMA) Model
Long Short-Term Memory (LSTM)
XGBoost (Extreme Gradient Boosting)
Application of SARIMA Model
Application of LSTM Model
Application of XGBoost (Extreme Gradient Boosting)
Summary and Outlook
References
Future of Engineering Education: Cyber-Physical Systems Engineering
Introduction
Literature Review
Areas Related with CPS Engineering
A CPS Engineering Education
Current Bachelor Degree Curricula in CPS Engineering
Conclusion
References
Industry 4.0 and Components in Production Enterprises
Introduction
Digitalization Concept and Industry 4.0
PLC (Programmable Logic Controller)
Distributed Input and Output Modules (I/O)
HMI (Human Machine Interface)
Industrial Network
Industry 4.0
Components of Industry 4.0
Autonomous Robots
Simulation
Vertical and Horizontal Integration
Internet of Things (IoT)
Cyber Security
Cloud Computing
Cyber-Physical Management Systems
Augmented Reality
Big Data and Data Analytics
Result
References
s, S Inventory Control Optimization Under Inventory Sharing Policy for Omni-Channel Network
Introduction
Methodology
Problem Definition
Simulation Modelling and Assumptions
Simulation Model Assumptions
Inventory Share Policies
Simulation Results
Discussion and Conclusion
References
An Application Using Stability Increasing for the Grinding Machine Performance Improvement in the Automobile Industry
Introduction
Grinding Process
Workload Analysis of Measurement Process of Injector Nozzles Model
Using Single Minute Exchange of Dies-SMED Approach for the Measurement Process of the Injector Nozzles Model
Relationship Between the Set-up Time Reduction-SMED and Spaghetti Diagram
Measurement Process Improvement of Injector Nozzles Model
Problem Definition
An Application
Conclusion and Future Works
References
Two Scheduling Rule Comparisons for Operations of Shuttles in Tier-to-Tier SBS/RS
Introduction
Methodology
System Definition
Performance Metrics of the System
Scheduling Rules, FIFO and SPT
Design Scenarios
Results
Discussion and Conclusion
References
Urban Transportation Planning Model for Long Term Refugee Camps Development: Case of Naher El Bared Camp in Lebanon
Introduction
Literature Review
Current Traffic Conditions
Current Road Network
Traffic Counts
Trip Generations
Trip Distributions
Mode Choice
Trip Assignment
Traffic Analysis
Future Traffic Condition
Conclusion and Recommendations
References
POLCA Approach on Make to Order Production System: An Application from the Hydraulic Industry
Introduction
Material Control System
POLCA System
Principles of POLCA
Advantages and Disadvantages
Formulation
Industrial Application
Analysis of Current System
Current System Simulation
Current System Simulation Results
Simulation of POLCA Application
POLCA Application Simulation Results
Comparison and Analysis of Models
Discussion and Conclusion
References
An Agent-Based Simulation Model for Deadlock Prevention in an Aisle-to-Aisle SBS/RS
Introduction
Methodology
The System Description
Agent Definitions and Roles in the Simulation Model
Agent Behaviors
Direction Decision
Simulation Assumptions
Results
Discussion and Conclusion
References
A Comparison of the Multi-criteria Decision-Making Methods for the Selection of Researchers
Introduction
Methodology
Study Design
The AHP Method
The VIKOR Method
The TOPSIS Method
The MOORA Method
Results
Discussion and Conclusion
References
An Overview of Warehouse Operations for Cold Chain
Introduction
Cold Chain
Cold Keeping Areas in Cold Chain
Technologies Used in Cold Chain
High-Speed Rapid Door
Refrigerated Trucks
Warehouse Management System (WMS)
Automated Storage and Retrieval System (AS/RS)
Temperature Monitoring Technologies
Cold Warehouse Operations
Receiving
Storage
Order Picking
Shipment
Discussion and Conclusion
References
Design and Optimization of Automated Storage and Retrieval Systems: A Review
Introduction
AS/RS Configurations
Classification of AS/RS(s)
Research on AS/RS
Classification of Research
Discussion and Conclusion
References
An Experimental Design Study to Identify Significant Factors Affecting Tier-to-Tier SBS/RS Performance
Introduction
Methodology
System Definition
Experimental Design
ANOVA and Regression Results
ANOVA Results for the C Performance Metric
Regression Analysis for the C Performance Metric
Conclusion
References
Blockchain Technology for Supply Chain Management
Introduction
Blockchain Background
Problems of Supply Chain and Opportunities with Blockchain
Impact of Blockchain on the Logistics Industry
Impact of Blockchain on Agricultural and Food Industries
Impact of Blockchain on Automotive Industry and Micro Factory Concept
Discussion and Conclusion
References
A Strategy for Increasing the Employment Rate of Graduates Using a Compact Module
Introduction
Literature Review
Career Counseling in Turkey
University Career Centers
Methodology
Sample and Data Collection
Analysis and Results
Discussion and Conclusion
References
Global E-commerce Market Segmentation by Using Fuzzy Clustering
Introduction
Literature Review
Methodology
Results
Conclusion
References
A Review on Cell Balancing Techniques and Their Complexity Levels
Introduction
Methodology
Dissipation Techniques
Relocation Techniques
Prevention Techniques
Discussion
Conclusion and Future Work
References
A Distribution Network Design Model for Additive Manufacturing
Introduction
Additive Manufacturing
Disruptive Nature of 3D Printers and Its Impacts on Industry
The Evolution of 3D Printers
Shift in Cost and Revenue Structures and New Business Models with 3D Printers
Time Dimension in New Manufacturing Technologies
A Distribution Network Model Design for the Supply Chain
Discussion and Conclusion
References
Brain Drain: A Multi-criteria Decision Model
Introduction
Methodology
Application
Structuring the Problem
Constructing the Decision Model
Analyzing the Model
Conclusion
References
The Effect of Social Media Usage on Loneliness
Introduction
Literature Review
Social Media
Loneliness
Relationship Between Social Media and Loneliness
Methodology
Sampling
Data Collection
Findings
Results and Discussion
References
Engineering and Technology Management
A Children Retail Company's e-Commerce Warehouse Optimization
Introduction
Methodology
Results
Discussion and Conclusion
References
Churn Prediction in the Payment Services Industry: An Application at Token Financial Technologies for IoT Devices
Introduction
Literature Review
Methodology
Data Collection, Preprocessing and Modeling
Machine Learning Algorithms
Results
Conclusions
References
Virtual Reality: A Possibility for Training Operator 4.0
Introduction and Background
Virtual Reality in Manufacturing
Virtual Reality and Operator 4.0
Cognitive Ergonomics Skills Required by Operator 4.0 for VR
Virtual Simulation Design
Experiment and Task
Survey Questionnaire
Results
Discussion
Conclusion
References
Transition from AC to DC Powered Homes
Introduction
Literature Review
Methodology
From Existing AC Devices to Prospective DC Devices
Results
Discussion and Conclusion
References
Analysis of the Relationship Between Organizational Justice and Job Satisfaction in the Airline Industry
Introduction
Research Model and Hypotheses
Methodology
Analysis
Results
Discussion and Conclusion
References
Regenerative Supply Chain Through Digitalization in Diary
Introduction
Sentiment Analysis on Social Media for Getting Supply Chain Insights
Methodology
Case Study
Understanding the Factors Affecting Milk Consumer Consent and Their Justification Through the SC
Tactical and Strategical Implications
Results
References
Healthcare Systems Engineering and Management
Metaheuristic Hybridization: A Case Study for Nurse Scheduling
Introduction
Problem Statement and Discrete Model in Scheduling
Methodology
Case Dataset
Representation of Decision Variables
Constrained Programming
Genetic Algorithm
Simulated Annealing and Genetic Algorithm Integrated
Computational Experiments and Results
Computational Results
Conclusions and Further Research
References
Home Health Care Services Management: Districting Problem Revisited
Introduction
Problem Description and Modeling
Problem Complexity
Workload Balancing Problem Revisited
A New Objective Function for Workload Balancing
The Heuristic Method for Workload Balancing
Numerical Experiments
Heuristic Performance
Performance of the PAP
On the Use of PAP as an Acceleration Procedure
Conclusion
References
Meta-Analysis Study on the Effect of Managers' Leadership Behaviors on Work Performance of Employees
Introduction
Job Performance
Perceived Organizational Support
Organizational Ethics
Leadership Behaviors
Organizational Motivation
Rewarding
Organizational Democracy
Workplace Roughness
Leader-Member Interaction
Methodology
Study Design
Search Strategy
Coding Process
Findings
Data, Heterogeneity and Publication Bias
Effect Size
Results
Limitations and Future Research
Appendix
References
Next-Day Operating Room Scheduling with Time-Dependent Stochastic Surgery Durations
Introduction
Literature Review
Problem Formulation
Solution Methodology
Numerical Results
Experimental Setting
Analysis of the Results
Conclusions
References
Value of MRI and Ultrasound Screening for Breast Cancer in Non-High-Risk Populations
Introduction
Methodology
The POMDP Model
The Simulation Model
Cohort Selection
Parameter Estimation
Results
Optimal Screening Policies
Simulation Results
Concluding Remarks
References
What Drives the Turkish Government's Response to COVID-19 Pandemic-Daily Cases or Daily Deaths
Introduction
Data and Methodology
Results
Discussion and Conclusion
References
Taxonomy of Mathematical Modeling Studies for Hepatitis C Among Injection Drug Users
Introduction
Literature Review
Study Type
Model Type
Focus of Study
Treatment Strategies
Cost-Effectiveness Analysis
Conclusion
References
Author Index

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