Industrial Engineering in the Internet-of-Things World

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