Advances in Systems Engineering

Name: Advances in Systems Engineering | Proceedings of the 30th International Conference on Systems Engineering, ICSEng 2023, Las Vegas, Nevada, USA August 22-24, 2023
Brand: Springer
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Proceedings of the 30th International Conference on Systems Engineering, ICSEng 2023, Las Vegas, Nevada, USA August 22-24, 2023

Henry Selvaraj Grzegorz Chmaj Dawid Zydek(Editor)

Springer (Publisher)

Published on 3. August 2023

X, 538 pages

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978-3-031-40579-2 (ISBN)

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This book presents the proceedings of the 30th International Conference on Systems Engineering held at the University of Nevada, Las Vegas (UNLV), USA, during August 22-24, 2023.

Research in the discipline of Systems Engineering is an important concept in the advancement of engineering and information sciences. Systems Engineering attempts to integrate many of the traditional engineering disciplines to solve large complex functioning engineering systems, dependent on components from all the disciplines. The research papers contained in these proceedings reflect the state of the art in systems engineering from all over the world and should serve as vital references to researchers to follow.

The topics covered in this book include AeroSpace Systems, Cyber-Physical Systems, Autonomous Systems, Sensor Networks, Machine Learning and Analytics, Internet of Things, Applied Media Informatics and Technology, Control Systems, Energy Systems, Automotive Systems, Biological Systems, Vehicular Networking and Connected Vehicles, Aerospace Systems, Automation, Manufacturing, Smart Grids, Nonlinear Systems, Power Systems, Robotics, Social Systems, Economic Systems, and others.

This book is a very good resource for graduate students, researchers, and scholars who want to learn about the most recent development in the fields.

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Content

Intro
Contents
Machine Learning/AI
Energy Demand and Renewable Energy Generation Forecasting for Optimizing Dispatching Strategies of Virtual Power Plants Using Time Decomposition-Based DLinear
1 Introduction
2 Proposed Work
2.1 VPP Energy Optimization Scheduling
2.2 Time Decomposition-Based DLinear
3 Experiment and Result Analysis
4 Conclusion
References
AiDashcam: A Vehicle Collision Responsibility Evaluation System Based on Object Detection and OpenStreetMap
1 Introduction
2 Related Work
3 Vehicle Collision Responsibility Evaluation System
3.1 Design of the System
3.2 Crash Time Detection and Responsibility Assessment
4 Experiments
5 Conclusions
References
Forecasting the Effect of Dust and Irradiance in PV Panel Using Image Processing and ANN
1 Introduction
2 Impact of Dust in Solar Panels
3 Present Cleaning Techniques
3.1 Manual Cleaning
3.2 Vacuum Suction Device Cleaning
3.3 Self-cleaning Nano Film
4 Digital Image Processing
5 Methodology
6 Forecasting Using Neural Network
7 Conclusion
References
BigData (Data Mining, Data Warehouses, Sensor Networks, Data Classification, Regression)
A New Credit Scoring Model to Reduce Potential Predatory Lending: A Design Science Approach
1 Introduction
2 Background
2.1 Credit Scoring Models
2.2 FICO Credit Scoring
3 Research Aims
4 Methodology
4.1 Design Research Science
4.2 Logistic Regression Model
5 Experiment Setup
5.1 Data
5.2 Design and Build
6 Results Discussion
7 Conclusion
8 Potential Limitations
Appendix A: Factors and Variables Used to Create a New Credit Scoring Model
References
Cooperative Spectrum Sharing in Cognitive Radio Networks with Energy Harvesting
1 Introduction
1.1 Contributions
1.2 Organization of Paper
2 System Model and Problem Formulation
3 Artificial Bee Colony Based Optimization
4 Simulation Results
5 Conclusion
References
Predicting COVID-19 Infected Cases: Exploring Stacked Generalization with Japanese Data
1 Introduction
2 Related Work
3 Proposed Stacking-Ensemble Approach
4 Implementation
4.1 Dataset
4.2 Data Preprocessing
4.3 Training LSTM and GRU Networks
4.4 Training XGBoost Classifier
4.5 Predicting Future Infected Cases and Calculating Prediction Interval
5 Result and Evaluation
6 Discussion
7 Conclusion
References
Intelligent Systems, Systems Engineering
Mining Career Patterns from Job Portals with Relevance to Oman
1 Introduction
2 Literature Review
3 Proposed Model
3.1 Methodology
3.2 Implementation Plan
4 Results and Discussion
5 Conclusion
References
Ranking of Web Search for Best Link Identification by Using Hierarchy of Web Page Content
1 Introduction
2 Existing Work
3 Methodology
4 Experimentation
4.1 Survey
4.2 Search Term Frequency Extraction
5 Conclusion
6 Future Work
References
Analysis of Software Cost Models Based on Exponential Software Reliability Growth Models
1 Introduction
2 Existing Software Reliability Growth Model
3 Software Reliability Cost Models
3.1 Software Reliability Cost Model (Model-1)
3.2 Software Reliability Cost Model with Penalty Cost (Model-2)
3.3 Software Reliability Cost Model with Risk Cost (Model-3)
4 Optimal Release Problem
4.1 Optimum Release Policy
5 Result and Analysis
6 Conclusion
References
Hardware Optimization in Data Mining Using Logical Synthesis
1 Introduction
2 Logical Synthesis Methods
3 Index Generation Function
4 Linear Decomposition
5 Conclusions
References
Quantification of B0 Inhomogeneities in the Abdomen at 3 T
1 Introduction
2 Methods
3 Results
4 Discussion
5 Conclusions
References
Cervical Cancer Tumor Delineation for Brachytherapy Using Diffusion Weighted Images
1 Introduction
2 Methods
3 Results
4 Discussion
5 Conclusions
References
The Use of Strychnos Potatorum in an Environmental IoT System for the Treatment of Commercial and Domestic Washing Discharge in Continuous Column Studies
1 Introduction
1.1 Methods of Water Treatment
2 Batch Experiment
2.1 Preparation of Strychnos Potatorum
2.2 Discharge Collection from Washing Machine
2.3 Preparation of Synthetic Turbid Water
3 Results and Discussion
3.1 Effect of Initial Turbidity
3.2 Effect of pH
3.3 Effect of Size
3.4 Effect of Dosage
3.5 Instrumental Analysis
4 Column Studies
4.1 Effect of Adsorbent Bed Height
4.2 Effect of Flow Rate
5 Conclusion
6 Future Scope
References
Cybersecurity in Networks, IoT, Physical Systems and other Areas
Applying Machine Learning to Minimize the Impact of Sensor Failures to RTOS Based Internet of Things Systems
1 Introduction
2 Related Work
3 Proposed Architecture and Dataset Used
3.1 Dynamic Voltage and Frequency Scaling (DVFS)
3.2 Cache
3.3 Missing Data Restoration Using ML Approach
3.4 Dataset
4 Experiments and Results
4.1 Dvfs
4.2 ML Methods
4.3 Case Analysis: Impact of Missing Data and Imputed Data on Application
5 Conclusions
References
Detecting Cyber-Attacks and Power System Disturbances in Smart Grids with Deep Forest
1 Introduction
2 Simulated Smart Grid System Architecture and Datasets
3 Deep Forest
3.1 Cascade Forest Structure
3.2 Multi-grained Scanning
3.3 Architecture of Deep Forest
4 Performance Evaluation and Results
5 Conclusion
References
Forensics with IoT Based Systems' Evidences: A Futuristic Review on Forensic and IoT Frameworks
1 Introduction
2 Literature Review
2.1 DF Challenges in IoT
2.2 Enhancement of IoT Investigation
2.3 IoT Forensıcs Framework Development
3 Proposed IoT Framework Discussion
4 Future Work and Conclusıon
4.1 Recommendations
References
The Analysis of Security Properties for Dynamic Privacy-Policy in Data Collection and Access Control
1 Introduction
2 Policy Graph for a Dynamic Data Collection and Access Control
3 Policy Analysis with Examples in a Wearable Device
4 Conclusion and Future Works
References
Analog and Digital Hardware Systems (Real-time Systems / RTOS, Embedded Systems, Hybrid Embedded Systems, Mixed Signal Designs)
Design Optimization of Wide TR LC-VCOs
1 Introduction
2 Analysis of VCOs Frequency Tuning Range in Millimeter-Wave
3 Proposed Design Methodology for a Wide TR LC-VCOs
4 Conclusion
References
Analog Frequency Sampling Filters
1 Introduction
2 Type 1 Frequency Sampling Filters
2.1 Complex Impulse Response
2.2 Complex Impulse Response and Linear Phase
2.3 Real Impulse Response
2.4 Real Impulse Response and Linear Phase
3 Type 2 Frequency Sampling Filters
3.1 Complex Impulse Response
3.2 Complex Impulse Response and Linear Phase
3.3 Real Impulse Response
3.4 Real Impulse Response and Linear Phase
4 Implementation Considerations
5 Summary
A Appendix
References
The Design and Implementation of Linear Phase Analog Frequency Sampling Filters
1 Introduction
2 An Optimization Method for the Design of Linear Phase Frequency Sampling Filters
3 Examples
3.1 Example 1. Coefficients for a Type 1 Frequency Sampling Filter
3.2 Example 2. A Low-Pass Type 2 Frequency Sampling Filter
4 Summary
References
XI Bass: Design of a Smart Sound Application that Implements the "Physical Feel" of Playing Slap Bass
1 Introduction
2 Prior Example
2.1 Smartphone Bass Applications
2.2 ????? ??? Parts of Bass Guitar and Technique
3 XI BASS?????? XI BASS Mechanism Design
3.1 Basic Design
3.2 Mechanism of Function to Reproduce Bass-Slap Operation
3.3 Reproduction of the Tactile Sensation of Bass Strings by Vibration
3.4 Differences from Previous Research
4 Conclusion and Future Work
References
Control Systems, Aerospace Systems
A Transposed Jacobian Position Control for Differential Drive Mobile Robots
1 Introduction
2 Equations of Motion
3 Transposed Jacobian Control
4 Simulation Results
5 Conclusion
References
Neural Extended Kalman Filter Tracker Using the ReLu Function
1 Introduction
2 Summary of the NEKF
2.1 Jacobians of the State-Coupling Function
3 ReLU Activation Function
4 Target Tracking Scenario
5 Results
6 Conclusions
References
Adaptive Spacecraft Attitude Control and Asteroid Parameter Estimation
1 Introduction
2 Asteroid-Orbiting Spacecraft Attitude Dynamics
3 Adaptive Control System
4 Gradient-Based Adaptation Law
5 Simulation Results
6 Conclusions
References
Joint Power Control and Altitude Planning for Energy-Efficient UAV-Assisted Vehicular Networks
1 Introduction
2 System Model
2.1 Problem Formulation
3 Proposed Algorithm
3.1 Addressing the Fractional Objective Function in (12)
3.2 Addressing Problem (14)
3.3 Computational Complexity Analysis of Algorithm1
4 Simulation Results
5 Conclusion
References
Power Systems (Renewable Energy, Environmental Systems, Smart Grids, Renewable Energy, Nuclear Energy)
Estimating Service Regions for Battery Exchange Stations
1 Introduction
2 System Model
3 Formulation of Coverage Area Estimation
4 Discussions
References
Proposed Intelligent Energy Management Systems for Hybrid Electric Traction System
1 Introduction
2 System Description
3 System Optimization
3.1 Strategy to Minimize Equivalent Demand
4 Proposed ANFIS EMS
4.1 ANFIS Control Method
4.2 Results from Simulation Tests
5 Conclusions
References
Evaluating the Performance of Intelligent Energy Management Systems for Hybrid Electric Vehicles Based on Embedded Raspberry Pi Module
1 Introduction
2 System Description
3 Results from Simulation Tests
4 Laboratory Testing
4.1 Test Results
5 Conclusions
References
A New Hybrid Method for Electrical Load Forecasting Based on Deviation Correction and MRMRMS
1 Introduction
2 MRMRMS
3 Proposed Method Process
3.1 Inputs Selection
3.2 Proposed Method
4 Numerical Analysis
4.1 Each Stage Output
5 Conclusions
References
Intelligent Systems with Computational Intelligence
ETAP Simulation-Based Investigation into the Potential Benefits of Variable Frequency Drives for Residential Buildings in Iraq
1 Introduction
2 System Design
2.1 ETAP Single Line Diagram
2.2 Quantifying Harmonic Distortion from ETAP
2.3 Variable Frequency Drive (VFD)
3 Simulation Results and Discussion
3.1 Harmonic Analysis
3.2 Power Analysis
3.3 Speed and Current Analysis
3.4 Analysis on Energy Saving
4 Conclusion
References
Direct West African Dishes Recognition and Calorie Classification with Small Dataset
1 Introduction
2 Related Work
3 Two Approaches for Calorie Estimation
3.1 Calorie Estimation Based on Calorie Database
3.2 Direct Calorie Estimation
4 Experiments
4.1 Experimental Setup
4.2 Results and Discussion
5 Conclusion
References
Systems Modeling and Resilience of Schedule at Maritime Container Ports
1 Purpose
2 Background
3 Methods
4 Results
5 Conclusion
References
Improved Mesh Processing Using Distorted Pole Spherical Coordinates
1 Introduction
2 Related Work
3 Fundamentals
4 Methodology
5 Alternative Approach
6 Application
7 Discussion and Conclusions
References
Exploring the Convergence of Financial Forecasting with Multilateral Accounting and Artificial Intelligence
1 Introduction
2 Accounting with the Use of Multilateral Ledger Accounts
3 Multilateral Accounting as a Determinant of Applying Machine Learning in Financial Management
4 Implementing Machine Learning in Multilateral Ledger Accounts for Financial Forecasting
5 Discussion and Insights from Incorporating Machine Learning in Multilateral Ledger Accounting
References
Blockchain-Based Systems
A Review on Blockchain Techniques Used for Identity Management System: Privacy and Access Control
1 Introduction
2 Outlines the Concepts Related to Digital Identity
2.1 Identity Management Model Development
2.2 The Critical Elements of Self-sovereign Identity (SSI) are Outlined in the following Ten Basic Principles: [1, 14]
3 An Overview of Blockchain Technology
4 A High-Level Algorithm for Blockchain Identity Management [16, 20]
5 Blockchain-Based Identity Management Systems
5.1 The Sovrin
5.2 An uPort
5.3 The ShoCard
6 Analysis and Synthesis: Evaluation Framework
7 Analysis and Synthesis
7.1 The Sovrin
7.2 An uPort
7.3 The ShoCard
8 Recommendation
9 Conclusion
References
Blockchain-Based Volunteers Management System
1 Introduction
2 System Study
2.1 Problem Statement
2.2 Aims and Objectives
3 Requirements Specification
3.1 Functional Requirements
3.2 Non-functional Requirements
4 Use Case Diagram
4.1 Use Case Diagram for the Manager and Volunteer
4.2 Use Case Diagram for the Volunteer
4.3 Use Case Diagram for the Manager
5 System Design
5.1 Client-Server Architecture
5.2 Deployment Diagram
5.3 Data Storage and Deployment
6 System Implementation
7 Screenshots
8 System Testing
9 Conclusion
References
Model-Driven Smart Contract Generation Leveraging ChatGPT
1 Introduction
2 Background and Related Works
2.1 Model-Driven Approach to Smart Contract Design Using iContractML
2.2 ChatGPT and Smart Contract Code Generation
3 Implementation Overview
4 Approach Evaluation and Experiments
5 Conclusion
References
Securing Electronic Health Records (EHR) from Tampering Using Blockchain
1 Introduction
2 Electronic Health Records
3 Blockchain
4 Literature Review
5 Methodology
6 Results and Discussion
7 Conclusion and Future Work
References
Technology of Media Communication and Data Science
Design of an Instructional Framework to Deepen Teaching and Learning Experience in Regular AI Education for Middle/High School Levels
1 Introduction
1.1 The Prevalence of Artificial Intelligence in Human Life
1.2 Project Overview
2 Purpose
3 Instructional Approach and Application Design
3.1 Instructional Approach
3.2 Application Design
4 Conclusion and Future Work
References
The Current Situation of Teaching Plan of Schools in Japan and System Development to Improve the Problem
1 Introduction
2 Actual Circumstances of Schools in Japan
3 Teaching Plan
4 Importance of Knowledge Sharing from an Educational Perspective
5 Related Research
5.1 MEXT CBT System (MEXCBT)
5.2 LEAF (Learning and Evidence Analytics Framework)
6 Integrated Teaching Plan Platform System
6.1 Search Function for Teaching Plans
6.2 Function for Creating Teaching Plan
6.3 Sharing of Teaching Plans and Evaluation Functions
7 Conclusion and Future Works
References
Design of a Support Application to Relieve Top Athletes' Anxiety through Information Sharing Leading to Sports Chaplain Function
1 Introduction
1.1 Research Background
1.2 Purpose of the Study
2 Survey with Top Athletes
2.1 Target and Period
2.2 Method and Questions
2.3 About Anxiety
2.4 Sources of Information
2.5 The Influence of Information from the Media
3 Information Provision to Top Athletes
3.1 Media Influence on Top Athletes
4 Providing Information that Meets Top Athletes' Need
4.1 Undesirable Information that Should not Be Provided to Top Athletes
4.2 Top Athletes' Information Need
5 Information Required to Support Top Athletes
6 Basic Design of Application
6.1 Information Entry and Search Screen
6.2 AI-Based Recommendation and Matching Functions
7 Dangers Lurking in Top Athletes Who Aspire to the Olympics
7.1 Care that Coaches Can Provide for Top Athletes When they Reach the "End" of their Careers
8 Proposal for a Chaplain Function by Coaches to Help Athletes "Put an End" to their Career Based on Information Analysis by the Application
9 Conclusion and Future Works
References
Development of Japanese Manga Onomatopoeia Database (J-MOD) for Understanding Japanese Manga
1 Introduction
1.1 Background
1.2 Purpose
2 Classification of Onomatopoeia in Manga
2.1 Extraction of Frequently-Appearing Onomatopoeia
2.2 Six Categories of Onomatopoeia in Manga
3 Development of Search System
4 Conclusion and Future Work
References
Prototype of an Online Concert System that Brings the Viewers' Sense of Participation
1 Introduction
2 Online Concert
2.1 Various Forms of Online Concert
2.2 Problem of Online Concert
3 Survey on Online Concerts
3.1 Survey Overview
3.2 Survey Results
3.3 Considerations
4 Proposal of Camera System and Viewing System for Online Concerts
4.1 System Overview
4.2 System Mechanisms
4.3 Application Design
5 Conclusion and Future Works
5.1 Conclusion
5.2 Future Works
References
Proposal and Trial Manufacture of the Spherical Type Live-Action Virtual Library System
1 Introduction
1.1 Background of this Research
1.2 Purpose of Research
2 To "Wander Around" the Library
3 Related Research and Cases
3.1 Search-Oriented Online Library
3.2 Experiential-Oriented Virtual Library
3.3 Communication-Oriented Metaverse Library
4 Design of Spherical Type Live-Action Virtual Library System
4.1 Outline of the System
4.2 All-Sky 360-Degree Video
4.3 Video Control Function in Accordance by User's Actual Walking Motion
5 Execution Example
5.1 Having a Desired Book
5.2 Don't Have a Desired Book, but Know the Keywords to Search
5.3 Don't Know the Keywords, but Interested in Some Fields
5.4 Enjoy Wandering Around the Library
6 Summary and Future Works
6.1 Summary
6.2 Future Works
References
Structure of a Sustainable Information Media Environment Based on the Concept of eXtended Intelligence
1 Introduction
2 Sustainable Utilization of Information Media Environment Based on XI Concept
2.1 What is XI?
2.2 What is the Sustainable Use of the Information Media Environment?
2.3 Extension of the XI Concept to the Information Media Environment
3 Case Studies
3.1 Cases of Sustainable Use of the Information Media Environment
3.2 Our Attempts
4 Conclusions and Future Works
References
Data Science/ML
Data Mining-Based Analysis to Explore the Relation Between Computer Science Students' Motivation Factors and Their Academic Achievement
1 Introduction
2 Background
2.1 Data Mining (DM)
2.2 Education Data Mining (EDM)
3 Aim
4 Method
4.1 Participants
4.2 Data Sources
5 Result
5.1 Phase One Result
5.2 Phase Two Result
5.3 Phase Three Result
6 Discussion and Conclusion
7 Limitations
References
Investigation of Effects of Process Parameters on Melt Pool Geometry in Metal Additive Manufacturing Using Machine Learning Algorithms with Nickel Alloys IN625 and IN718
1 Introduction
2 Literature Review
3 Data and Methods
3.1 Data Collection
3.2 Machine Learning Models
3.3 Metrics Used to Compare
4 Experimental Results and Discussions
5 Conclusions
References
Survey on Artificial Intelligence and Its Applications
1 Introduction
2 Related Works
3 Discussion
3.1 Applications of AI in Education and Their Purpose
3.2 Using AI to Generate an Authentication and Proctoring System
3.3 Comparison and Contrast Between Techniques
3.4 Supporting Contributions of AI in Educational Technology
3.5 AI Leveraging Medical Education
4 Conclusion
References
Metaverse Technology in Health and Family: Assessing Impacts, Identifying Guidelines, and Examining Perceptions
1 Introduction
2 Related Work
2.1 History of the Metaverse Service
2.2 Metaverse Service Application in the Healthcare Industry
3 Research Agenda
4 Methodology
4.1 Benefits and Limitations of Using Metaverse Technology
5 Results/Discussion
6 Conclusion
References
Author Index

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Advances in Systems Engineering

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