Proceedings of the 27th International Conference on Systems Engineering, ICSEng 2020: 182 (Lecture Notes in Networks and Systems, 182)

Description

This book covers topics such as AeroSpace Systems, Intelligent Systems, Machine Learning and Analytics, Internet of Things, Applied Media Informatics and Technology, Adaptive Control Systems, Software Engineering and Cyber-Physical Systems. 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 serve as vital references to researchers to follow. 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.   Preface Conference Organization ICSEng 2020 General Chair Organizing Committee Co-chairs Steering Committee Chair Steering Committee Organizing Committee Program Committee Sponsors Contents AeroSpace Systems A Track Registration Association Technique – Feature Analysis Abstract 1 Introduction 2 Registration Association Technique 3 Feature Analysis 4 Feature Weighting Results 5 Conclusion References Investigation of Wind Energy Impact on Power Systems Stability Using Lyapunov Exponents Abstract 1 Introduction 2 Low-Inertia Systems 3 Data-Driven-Based Stability Assessment 4 Simulation Results 5 Conclusion References Motor Current Signature Analysis Using Shapelet Abstract 1 Introduction 2 Theory of Shapelet 2.1 Generating Candidates 2.2 Shapelet Distance Calculation 2.3 Shapelet Assessment 3 Modeling Faults in Induction Motors 3.1 Model of Healthy Induction Machine 3.2 Model of Induction Machine with Broken Rotor Bars 4 Proposed Approach 4.1 Offline Step 4.2 Online Step 5 Case Study 6 Conclusion References A Prototype Telepresence Robot for Use in the Investigation of Ebola and Lassa Virus Threatened Villages in Nigeria Abstract 1 Introduction 2 Device Concept 3 Mechanical Design 4 Motor Control 5 Operator Vision 6 Testing 7 Discussion 8 Conclusions Acknowledgements References Hamiltonian-Based Libration Point Orbit Control on Manifold of Constant Energy 1 Introduction 2 Dynamics of CR3BP 3 Libration Point Orbit Control 3.1 Hamiltonian for the CR3BP 3.2 A Control Law for Swinging Control on M 3.3 A Saturating Control Law 4 Simulation Results 5 Conclusion References State and Control Input Limitations in Sliding Mode Control with System Uncertainties 1 Introduction 2 Plant Model 3 State and Control Input Limitations 4 Regulation Method and Its Properties 5 Simulation Example 6 Conclusions References Pointing Orientations for Manipulator End-Effectors 1 Introduction 2 Pointing Orientations 3 Inverse Kinematic Solution for Pointing Orientations 4 Inverse Kinematic Solution for Pointing Towards Locations 5 End-Effector Pointing with a Six Degree-of-Freedom Manipulator 5.1 Pointing Orientations 5.2 Pointing Towards a Location 6 Conclusion References Non-switching Reaching Law Based DSMC Strategies in the Context of Robustness Comparison 1 Introduction 2 Preliminaries 3 Selected Strategies 3.1 A. Bartoszewicz, 1998 3.2 A. Bartoszewicz, 1998 (Modified Version) 3.3 S. Kurode, B. Bandyopadhyay and P. Gandhi, 2011 3.4 Y. Niu, D. W. C. Ho and Z. Wang, 2010 3.5 A. Bartoszewicz and P. Leśniewski, 2015 4 Relation Between QSMB and Maximum State Variables Errors 5 Simulation Example 6 Conclusions References Intelligent Systems Different Approaches to Threshold Estimation for Variation Mode Decomposition-Based Signal Denoising 1 Introduction 2 Basic Ingredients 2.1 Variational Mode Decomposition 2.2 Sparsity-Based Signal Denoising 2.3 VMD-Based Signal Denoising with Thresholding Operator 2.4 Threshold Estimation 3 Experiments 3.1 Synthetic Data Analysis 3.2 Simulation Experiments 4 Conclusions References Multi-criteria Optimization of Freight Parking Planning Along a Single Corridor 1 Introduction 1.1 EU Working Hours Regulations 2 Mathematical Model 2.1 Decision Variables 2.2 Auxiliary Variables 2.3 Evaluation Criteria 2.4 Constraints 2.5 Problem Formulation 3 Solution Algorithm 4 Empirical Evaluation 5 Conclusions References Synthesis of Index Generation Function Using Linear and Functional Decomposition 1 Introduction 2 Index Generation Functions 3 Linear Decomposition 4 Functional Decomposition 5 Summary References Differential Evolution with Taguchi Crossover Using Polar Coordinates 1 Introduction 2 Differential Evolution with Taguchi Crossover 2.1 Population Initialization 2.2 Ranking and Stochastic Selection 2.3 Differential Evolution Mutation for Convergence 2.4 Differential Evolution Mutation for Diversity 2.5 Crossover for Convergence and Diversity 2.6 Solution Space 2.7 Taguchi Crossover 2.8 Managing Population Size 3 Optimization Test Function Results 4 Summary and Conclusions References Using Machine Learning Techniques to Estimate the Remaining Useful Life of a System with Different Types of Datasets Abstract 1 Introduction 2 C-MAPSS 3 PRONOSTIA 4 SCADA Wind Turbine Data 5 PEMFC 6 Other Approaches 7 Discussion References Machine Learning and Analytics Random Generation of Visibility Aware Polygons Abstract 1 Introduction 2 Review of Existing Algorithms 2.1 Preliminaries 2.2 Generating Random Polygons 2.3 Visibility Properties of Polygons 3 Star Polygons with Large Kernels 3.1 Preliminaries 3.2 Quad-Tree Based Kernel Search 4 Discussion References Assessment of Groundwater Quality and Quantity Using Supervised Machine Learning Abstract 1 Introduction 2 Purpose 3 Water Data Preprocessing 3.1 Data Collection 3.2 Water Quality Index (WQI) 3.3 Water Quantity Class (WQC) 4 Analysis 4.1 Data Collected 4.2 Correlation Analysis 4.3 Data Split 5 Machine Learning Algorithms 5.1 Gradient Boosting Trees 5.2 Process 5.3 Neural Networks 6 Results 6.1 Graphs (Gradient Boosting Regression Trees) 6.2 Accuracy Measures 6.3 Mean Square Error (MSE) 6.4 Mean Absolute Error (MAE) 7 Conclusion References An Efficient Approach for Selecting QoS-Based Web Service Machine Learning Models Using Topsis Abstract 1 Introduction 2 Preliminary 2.1 Multi-criteria Decision-Making (MCDM) 2.2 Topsis Method Algorithm 2.3 QWS Dataset 2.4 Machine Learning Classifier Models 2.5 Performance Metrics 3 Case Study 4 Conclusion and Future Work Acknowledgments References Automated Agronomy: Evaluation of Fruits Ripeness Using Machine Learning Approach Abstract 1 Introduction 2 Literature Review 3 Methods 3.1 Creating Model 4 Results 5 Conclusion References Internet of Things Adaptation-Enabled Architecture for Internet of Things Systems Abstract 1 Introduction 2 Related Works 3 Dependability Related Challenges in IoT Systems 3.1 Connectivity Related Challenges 3.2 Computing Nodes Dependability Related Challenges 3.3 System Environment Dependability Related Challenges 4 IoT System Development Methodology 4.1 IoT Services 4.2 IoT Complex Systems 4.3 Resources 5 Adaptation-Enabled Architecture for IoT Systems 6 Conclusions Acknowledgment References Internet of Things Systems as Complex Services Abstract 1 Introduction 2 Related Works 3 IoT System Components 4 Computing Services 5 Mechanisms of Communication 6 Internet of Things Devices, Databases and Other Elements of Internet of Things Systems 7 Internet of Things System Example 8 Conclusions References Communication Services in the Internet of Things Abstract 1 Introduction 2 Related Works 3 Communication Scenarios 4 Internet of Things Network Types 4.1 “Near” Networks 4.2 Inter-operator Networks 4.3 Internet of Things Network Protocols 5 Measures of Communication Service Quality 5.1 Quality Assurance Methods 6 Internet of Things Communication Scenarios 7 Conclusions References A Smart Environment Monitoring Application for Mobile Internet of Things 1 Introduction 2 Related Work 3 System Architecture 3.1 Mobile IoT-Based Data Collection 3.2 Data Processing 3.3 Real-Time Report View 3.4 Historical Report View 4 Experiment Results 4.1 Home Screen 4.2 Precipitation 4.3 Air Quality 5 Conclusions References Special Session: Applied Media Informatics and Technology Interaction Design for Email Client: User Movements Reflected in Gesture-based Operation Abstract 1 Introduction 2 Background 3 Purpose 3.1 Related Studies 3.2 Examination of Reality Element 4 Proposal of the Design Method 4.1 Design Concept 4.2 Design Method 5 Conclusions Acknowledgement References A Support System for Habitual Journaling Abstract 1 Diary Contents 2 Currently Used Diaries 2.1 Paper Diary 2.2 Diary Application 2.3 Diary Blog 2.4 SNS as a Diary 2.5 Comparison and Analysis 3 The Reasons Why People Cannot Form the Habit of Keeping a Diary and Remedies 3.1 The Reasons Why People Cannot Form the Habit of Keeping a Diary 3.2 Problems and Solutions 3.3 New System that We Propose 4 Overviews of the Application We Propose 4.1 Features of the Application We Propose 4.2 Transition Diagram Showing the Vision of System Design 5 Conclusion Acknowledgement References “Ready-Made Computing“ for Cost-Effective Service Performance Abstract 1 Introduction 2 Definition of “Ready-Made Computing” 3 Application Fields of “Ready-Made Computing” 3.1 Remote Class Environment 3.2 Pear to Pear File Sharing 3.3 Physical Examination by Familiar Equipment 3.4 Video Distribution 3.5 Photography with a Camera 4 Construction of Remote Class Environment by “Ready-Made Computing” 5 Conclusion and Future Work References Design of Smartphone Software Keyboard for Sensory Experience Abstract 1 Background 1.1 Spread of Mobile Office Environment 1.2 Disappearing “Realistic Experience” 2 Purpose 3 Precedent Case 3.1 A Mobile Keyboard in Recent Years 3.2 Wireless Keyboard 3.3 Sensor Keyboard 3.4 Smartphone Application 3.5 sMouse 4 Application of Proposal 4.1 Overview 4.2 A Screen of Keyboard 4.3 Implementation of Sensory Experience 5 Conclusion and Future Works Acknowledgement References Problems with the Corporate Information System for Work Efficiency Improvement Abstract 1 Purpose 2 Background 3 Investigation of Preceding Cases 3.1 Current Status of Work Efficiency Method in Japanese Companies 3.2 Information Tools and Systems. 3.2.1 Outlook 3.2.2 Skype for Business 3.2.3 Gmail 3.2.4 Google Calendar 3.2.5 Record Time 3.2.6 Kintaro 3.2.7 Lisa 4 Analysis of Conditions that Enhance Work Efficiency 5 Future Work References Re-experiencing the ‘Process of Perception’: Consideration of ‘Memory’ Reproduction with Data Mapping Structure of Brain Cortex Abstract 1 Introduction 2 Background 3 Representation of Memory 3.1 UDM Framework 3.2 Virtual Cortex 3.3 Bridge 3.4 Conclusions Acknowledgment References Prototyping and Evaluation of Drawing Software to Provide Analog-Like Feeling by Sound Abstract 1 Background 1.1 Recent Developments of Digital Drawing and the Drawing Sensation 1.2 The Charms of Analog Objects 1.3 Effects of Sound 2 Purpose 3 System Development 4 Summary of Questionnaire Results 4.1 Brush 4.2 Marker 4.3 Pencil 5 Conclusion and Future Work 5.1 Conclusion 5.2 Future Work Acknowledgement References Facial Features in Stylized Images Typically Used for Face Recognition and Comparison of Impression Between Stylized Images and AI Images Abstract 1 Background 2 Purpose 3 Examples of AI Images 3.1 Image Correction 3.2 Composite Image 4 Examples of AI Images 5 Examples of Stylized Images 5.1 Avatar 5.2 Sticker 5.3 Caricature-like Portrait 6 Future Work References Examination of Tourism Promotion Using Online Videos Abstract 1 Introduction 2 Purpose and Background 3 The Characteristics of Promotional Videos Created by Countries with Growing Tourism Industries 3.1 Iceland 3.2 The Netherlands 3.3 Japan 3.4 The Common Points of Successful Inbound PR Videos 4 The Features of the Promotion Videos of the Countries with the Decreased Number of Foreign Tourists 4.1 Panama 4.2 Bolivarian Republic of Venezuela 4.3 The Common Points of the PR Videos Regarding the Cases of Declining Inbound Tourism 5 Consideration 6 Summary Acknowledgement References SNS Application with “Peeping Function” to Prevent Information Leakage on Social Media Abstract 1 Introduction 2 Purpose 2.1 Purpose of Research 2.2 Design of Match Grill Communication System 3 Precedent Research 4 Mechanism 5 System Design 6 Conclusion 7 Future Work Acknowledgement References Proposal and Prototype of Video Playback Method Based on Walking Speed Abstract 1 Introduction 1.1 Purpose 1.2 Background 2 Related Studies 3 Video Playback Control by Walking Speed 3.1 Application Design 3.2 Process of Application Development 4 Conclusion and Future Work Acknowledgment References A Research of the Utilization of an Educational Space as an Advertising Medium Abstract 1 Introduction 2 Background 3 Purpose 4 Utilized Method of Advertisements in Educational Space 4.1 Method to Play Advertisement Videos Before and After Lessons 4.2 Overlay Advertisement Displayed During Lessons 5 Profit Sharing 5.1 Advertisements of the Book Written by Professor 5.2 Profit Calculation 5.3 Reduction of Tuition Fees 5.4 Efficient Time Allocation 6 Summary References Examination of Problems and Improvements of Virtual Library Systems Abstract 1 Introduction 2 The Differences Between Online Libraries and Traditional Libraries 2.1 Features and Functionality of Online Libraries 2.2 Features and Functionality of Traditional Libraries 3 Related Research 3.1 Case Study of Virtual Libraries 3.2 King’s College Library’ UA-PTC Ottenheimer Libraries 3.3 Conventional Problems of Virtual Library So Far 4 Purpose of Research 5 Conditional Functions for Virtual Libraries that Give Users Real Feelings 5.1 Conditional Functions① Function of Rearrange Books in Various Styles 5.2 Conditional Functions② Function of Reproducing Changes in Bookshelves for a Long Term 5.3 Conditional Functions③ Function of “Seeing While Walking” Through the Virtual Library 5.4 Conditional Functions④ Function that Allows the Users to Move Around in 360° 6 Summary and Future Works References Enhanced Sign Changes for SEMG Onset Detection Abstract 1 Introduction 2 Onset Detection Algorithms 2.1 Sign Changes 2.2 AGLR 3 Comparison 3.1 Criteria 3.2 Implementation and Execution 3.3 Parameter Optimization 3.4 Data 4 Results 5 Conclusions References Special Session: Optimal, Robust, and Adaptive Control Systems Optimal Energy Resources Scheduling of Hybrid Diesel/Battery Ships in Shallow Waters Abstract 1 Introduction 2 Problem Definition 3 Ship’s Resistance Formulation 4 The Relation Between Fuel Consumption and Power 5 Optimization Process 6 Numerical Results 7 Conclusions References Linear Quadratic Regulator for Helicopter Model with a Prescribed Degree of Stability 1 Introduction 2 Problem Formulation 2.1 Dynamical Model of the Laboratory Helicopter 2.2 Control Objective 3 Controller Design Methodology 3.1 Weighting Matrix Selection 4 Numerical Simulation and Analysis of Results 5 Conclusion References A Safety-Driven Cost Optimization for the Real-Time Operation of a Hybrid Energy System 1 Introduction 2 Related Work 3 System Architecture and Modeling 3.1 Temperature Dynamics 3.2 Energy Injection 3.3 Battery Charging 4 Cost-Effective Scheduling Control 4.1 Energy Reserve Availability Check 4.2 Safety Check 4.3 Cost Calculation 4.4 Collaborative Scheduling 5 Formal Verification of Safety 6 Conclusion References Special Session: Software Engineering Context Driven Software Development Abstract 1 Introduction 2 Context-Driven Software Development (CDSD) Approach 2.1 CDSD Principles 2.2 Contextualize-Build-Validate-Evolve (CBVE) 2.3 CDSD Life Cycle 3 Conclusion References A Framework for the Semiotic Quality of User Stories Abstract 1 Introduction 2 Background and Related Work 2.1 Evolution of Requirements Engineering and User Stories 2.2 Intrinsic Nature of User Stories and Its Implications 2.3 Previous Work on User Story Quality 3 The Construction of Elements of a Framework for the Semiotic Quality of User Stories 3.1 A Conceptual Meta-Model for User Story 3.2 A Conceptual Meta-Model for User Story Quality 3.3 Salient Characteristics of User Story Quality Views 3.4 Means for User Story Semiotic Quality 3.5 Scope of the Framework 3.6 A Survey on User Stories 4 Directions for Future Research 4.1 Ontological Representation of User Story Knowledge 4.2 Causal Analysis of Violations of User Story Semiotic Quality 5 Conclusion Acknowledgement References On Marketable User Stories for Customer Satisfaction Abstract 1 Introduction 2 Background and Related Work 2.1 Agile Methodologies and Customer Experience 2.2 Agile Requirements 2.3 Marketable User Stories 3 A Framework for Customer-Centered, Marked-Oriented, User Story Engineering 3.1 Conceptual Models for a User Story 3.1.1 Role Model 3.1.2 Goal Model 3.1.3 Value Model 3.2 Elements of Customer-Centered, Market-Oriented, User Story Engineering 3.2.1 A Customer-Centered, Market-Oriented, User Story Engineering Process 3.2.2 Economics of Customer-Centered, Market-Oriented, User Story Engineering 4 Directions for Future Research 4.1 Empirical Studies on Conceptual Modeling in Agile Methodologies 4.2 User Stories for Affective Values 4.3 Market-Oriented User Story Education 5 Conclusion Acknowledgement References Special Session: Engineering of Cyber-Physical Systems Hierarchical Versioning to Increase Compatibility in Signal-Oriented Vehicle Networks 1 Introduction 1.1 Automotive Network Development and Compatibility 1.2 Aim and Structure of this Paper 2 State of the Art 2.1 AUTOSAR 2.2 Semantic Versioning 3 Hierarchical Versioning 3.1 Example 4 Applicability 5 Threats to Validity and Conclusion 6 Future Work References Towards Data-Driven Digital Twins for Smart Manufacturing 1 Introduction 2 Background 2.1 Challenges with Traditional Simulation Models 2.2 Data-Driven Simulation Modeling 2.3 Digital Twins for Smart Factories 3 Data-Driven Digital Twins for Smart Factories 3.1 Key Elements of Data-Driven Digital Twin 3.2 Framework for Data-Driven Digital Twins 4 Challenges/Discussion 5 Summary and Outlook References A KNN Approach for Blockchain Based Electronic Health Record Analysis 1 Introduction 2 Related Work 3 KNN Based Approach for EHRs 4 Experimental Results 5 Conclusion References Author Index