Sixth International Conference on Intelligent Computing and Applications: Proceedings of ICICA 2020 (Advances in Intelligent Systems and Computing, 1369)

✍ Scribed by Subhransu Sekhar Dash (editor), Bijaya Ketan Panigrahi (editor), Swagatam Das (editor)

• Publisher: Springer
• Year: 2021
• Tongue: English
• Leaves: 579
• Category: Library

✦ Synopsis

This book presents the peer-reviewed proceedings of the Sixth International Conference on Intelligent Computing and Applications (ICICA 2020), held at Government College of Engineering, Keonjhar, Odisha, India, during December 22–24, 2020. The book includes the latest research on advanced computational methodologies such as neural networks, fuzzy systems, evolutionary algorithms, hybrid intelligent systems, uncertain reasoning techniques, and other machine learning methods and their applications to decision-making and problem-solving in mobile and wireless communication networks.

✦ Table of Contents

Preface
Contents
About the Editors
Closed-Loop Vision-Based Ball Balancer
1 Introduction
2 Mathematical Modeling of Ball Balancer System
3 Controller Design
4 Hardware Implementation
5 Conclusion
References
A Novel Network Learning for Image Compressive Sensing
1 Introduction
2 Literature Review
3 Methodology
3.1 Linear Mapping and Residual Network
3.2 Selective Residual Learning
3.3 SDRRN Architecture
3.4 Training Strategy
3.5 Reconstruction Procedure
4 Experimental Results
5 Conclusion
References
Performance of Photovoltaic-Based ZETA Converter Water Pumping Application
1 Introduction
1.1 Related Works
1.2 Contribution of This Work
2 Methodology
3 Results and Discussions
4 Conclusion
References
Performance Analysis of Radial Distribution System by Optimal Deployment of DG and DSTATCOM Considering Network Reconfiguration Using a SAR Algorithm
1 Introduction
2 Problem Formulation
3 Overview of Search and Rescue Optimization Algorithm
4 Implementation of SAR Optimization Algorithm for the Power Loss Minimization
5 Numerical Test Results and Discussions
6 Conclusion
References
Slope Instability Detection Using IoT with the Help of Ecological Indicators
1 Introduction
2 Methodology
3 Experimentation and Results
4 Conclusion
References
Predicting Student Grade Using Machine Learning Techniques
1 Introduction
2 Motivation
3 Problem Description
4 Literature Review
5 Proposed Framework
5.1 Machine Learning
5.2 Predictive Analytics
5.3 Feature Selection
5.4 Correlation Matrix
5.5 Heatmap
5.6 Grade Prediction
6 Experiment and Result Analysis
6.1 Result Discussion
7 Conclusion
7.1 Future Work
References
A Graph Invariant-Based TGO Model for RailTel Optical Networks
1 Introduction
1.1 Trimet Graph
1.2 Parameters
1.3 Optimization Techniques
2 Literature Survey
3 Proposed Model
4 Results and Discussion
5 Conclusion
References
Analysis of Intelligent Controllers for Juice Flow Process in a Sugar Industry
1 Introduction
2 Identification of Mathematical Model for CEE
2.1 Models Structure Selection and Comparison
3 Controller Design
4 Evolutionary Algorithms
4.1 Genetic Algorithm (GA)
4.2 Simulated Annealing (SA)
4.3 Particle Swarm Optimization (PSO)
4.4 Self-Adaptive Differential Evolution Technique (SaDE)
5 Comparison of Evolutionary Algorithms Based PI Tuning
6 Conclusion
References
Performance Analysis of Three-Phase Cuk Inverter with PWM and SPWM Modulation Based on Power Quality
1 Introduction
2 TCI with PWM Control
3 TCI with SPWM Control
4 Conclusion
5 Scope for Future Work
References
A Pedagogical Approach on Computer Networking in Practice Using a Smartphone
1 Introduction
2 Materials and Methods
2.1 The App—Deep Whois
2.2 Filters Used in Wireshark—WsFILTERS
2.3 Network Diagnose Tools—iNetTools—Ping, DNS, Port Scan
2.4 Port Scan—iNetTools—Ping, DNS, Port Scan
2.5 Trace Route—iNetTools—Ping, DNS, Port Scan
2.6 Other Experiments
3 Survey Results
4 Conclusion
References
A Novel Monitoring Arrangement for Single and Multiple Power Quality Occasions Calculation and Classification in Supply System: A GSA-FUZZY Strategy
1 Introduction
2 Resent Research Work: A Review
2.1 Background of Research Work
3 Proposed Delivery Device Security Mechanism for One and Many PQ Incidents
3.1 Generated Single and Multiple PQ Events
4 Presumption and Taxonomy of Fuzzy-Based Power Quality Measurements
4.1 Phase 1: FLC Prediction
4.2 Phase 2: GSA- Fuzzy Classification
5 Results and Discussions
5.1 Test Case 1: Normal Case
5.2 Test Case 2: Analysis of Single Pq Events
6 Conclusion
References
Adaptive Active Contour Segmentation for Melanoma Diagnosis from Dermoscopy Images
1 Introduction
2 Methodology
2.1 Hair Removal
2.2 Adaptive Active Contour Segmentation
3 Results and Discussion
4 Conclusion
References
Low-Power IoT-Based Smart Ingredient Measurement System
1 Introduction
2 Literature Survey
3 Proposed System
3.1 Hardware Design
3.2 Software Design
4 Results and Analysis
5 Conclusion and Future Work
References
Implementation of Security Orchestration, Automation and Response (SOAR) in Smart Grid-Based SCADA Systems
1 Introduction
2 Functional Components of SOAR
2.1 Orchestration
2.2 Automation
2.3 Response
2.4 Dashboard and Reporting
3 Review of Soar Solutions
4 Security Challenges for the Smart Grid-Based SCADA Systems
5 Advantages of Using SOAR for Smart Grid-Based SCADA Systems
6 SOAR Use Case Implementation Scenarios
7 Conclusion
References
IOT-Based Wearable Assistive Device for Visually Impaired People
1 Introduction
2 Assistive Technology
2.1 Types of Assistive Technology
2.2 Electronic Travel Aids (ETAs))
2.3 Electronic Orientation Aids (EOAs)
2.4 Position Locator Devices (PLDs)
2.5 Most Suggestive Electronic Gadgets
2.6 Smart Cane
2.7 Vision Substitution
3 Related Works
4 Proposed System
4.1 Arduino Controller
4.2 Flame Sensor
4.3 Ultrasonic Sensor
4.4 GPS Module
4.5 GSM Module
4.6 Arduino IDE
5 Test and Results
5.1 Wearable Gloves with Obstacle Detective Embedded Device
5.2 NMEA Format
5.3 Results of GPS Module
5.4 Results of Ultrasonic Sensor
5.5 Results of Flame Sensor
6 Conclusion
References
Cybersecurity Awareness on Video Conferencing Service During Coronavirus Pandemic
1 Introduction
2 Literature Review
3 Secure Video Conferencing
3.1 Tips for Secure Video Conferencing
4 Conclusion
References
Development of an Analytical Model for Channel Potential in Junction-Less Double-Gate FETs
1 Introduction
2 Model Development
2.1 Channel Potential
3 Results and Discussion
4 Conclusion
References
Mobile Sink-Based Data Aggregation Protocol Using Genetic Algorithm Employing Binary String (MSDAP-GABS) for Extended Network Lifetime in Wireless Sensor Networks
1 Introduction
2 Related Work
3 Proposed Approach
3.1 Motivation
3.2 Problem Statement
3.3 Solution
4 Simulations and Performance Assessment
4.1 Simulation Setup
4.2 Result Analysis
5 Conclusion
References
Mobile Application Integrated Intelligent Energy Audit System for Smart Home
1 Introduction
2 Challenges with Existing Smart Home Technology
3 Materials and Methods
3.1 Hardware and Software Used
3.2 Experimental Setup
3.3 Energy Calculations
4 Conclusion
References
PSO with Moderate Random Search Strategy (MRSPSO)-Based PI/PID Controller in AVR System
1 Introduction
2 Modeling of AVR System
2.1 PID Controller
3 Moderate Random Search Particle Swarm Optimization
4 Results and Analysis
5 Conclusion
References
A Wearable Neckband for Creating Personalized Secure Space
1 Introduction
2 A Wearable Neckband
2.1 Photo-Catalysis
2.2 Non-thermal Plasma
3 Wearable Device Circuitry
4 Preliminary Results
5 Applications
6 Conclusion
7 Future Work
References
Design and Implementation to Find Multi-Issues in Brain Images with Mixture Clustering Techniques
1 Introduction
2 Fuzzy K-Means and C-Means Clustering
2.1 K-Means Algorithm
2.2 Fuzzy C-Means Clustering
3 Proposed Segmentation Method and Simulation Results
3.1 Simulation Results
4 Conclusion
References
H-infinity Robust Control of DC-DC Converter
1 Introduction
2 H∞ Controller Design Using Riccati Equation
2.1 Optimal H∞ Control Problem
2.2 Solution of H∞ Control Problem with State-Space Formulation
3 Model of Buck Converter
4 H-Infinity Controller Design of Buck Converter
5 Robustness Analysis and Simulation Results
6 Conclusion
References
Gravitational Search Algorithm-Based PID Controller in AGC for Stability Improvement in the Interconnected Power System
1 Introduction
2 Model of the System
2.1 The Power System Under Study
2.2 Objective Function
3 Gravitational Search Algorithm
4 Results and Discussion
5 Conclusion
Appendix
References
Coordinated Design of STATCOM Based Power System Stabilizer Using BFOA
1 Introduction
2 The Proposed Approach
2.1 System Modelling with SMIB
3 Design of STATCOM-Based Controller
3.1 Structure of the STATCOM Controller
3.2 Power System Stabilizer
3.3 Objective Problem
4 Bacteria Foraging Optimization
5 Simulation Result and Analysis
5.1 Comparison of Δω-Based Input PSS with LL and PID with STATCOM Controller by Taking SMIB Power System
5.2 Extension of Three Machine Power System
6 Conclusion
References
Design and Implementation of Fuzzy-Based MPPT Technique for PV Panel
1 Introduction
2 Fuzzy Logic-Based Maximum Power Point
2.1 Fuzzification
2.2 Fuzzy Rule Base and Inference Method
2.3 De-Fuzzification
2.4 Power Converter
3 Simulink Model
3.1 Results and Discussions
4 Conclusion
References
Design and Implementation of Smart Classroom Using Microcontrollers and Advanced Sensors
1 Introduction
2 Components Used
2.1 Piezoelectric Sensor
2.2 Node Microcontroller Unit (Node MCU)
2.3 Servomotor
2.4 Arduino
2.5 Radio Frequency Identification (RFID)
3 Calculation for Energy Savings
4 Methodology
4.1 Energy Conservation Piezoelectric Sensor
4.2 Energy Conservation Image Processing
4.3 Auto Update of Attendance Using RFID and Implementation of Smart Door Using Servo Meter
5 Conclusion
References
Performance Analysis of BLDC Motor Using Different Controller
1 Introduction
2 Proposed Terminology
2.1 Reference Speed
2.2 Actual Speed
2.3 Load Torque
2.4 Rotor Position
2.5 Controlled Voltage Source
2.6 Three Phase Inverter
2.7 Decoder
2.8 Firing Signal Generator
3 Operation Principle
4 Methodology
4.1 PI Control
4.2 Current Control
5 Observations and Results
5.1 Speed Control Using PI Controller
5.2 Speed Control Using Current Controller
6 Conclusion
References
A Bidirectional DC–DC Resonant Converter for Electric Vehicle Application
1 Introduction
2 Bidirectional Converter
2.1 Design Consideration
3 MATLAB Simulation
4 Conclusion
References
Semantic Relation from Biomedical Text Documents Using Machine Learning Algorithm
1 Introduction
2 Literature Survey
3 Proposed Work
3.1 Data Set Details
3.2 Entity Extraction
3.3 Semantic Relation Using Machine Learning Techniques
4 Results and Discussion
4.1 Sentence Selection
4.2 Relation Identification
5 Conclusion
References
Distributed Updation and Authentication of Aadhaar Leveraging Blockchain Technology
1 Introduction
1.1 Blockchain
1.2 Existing System
2 Literature Survey
3 Proposed Work
4 Implementation
4.1 Modules
4.2 Screenshots
4.3 Analysis
5 Conclusion
References
Convolutional Neural Network-Based Automatic Object Detection on Aerial Images
1 Introduction
2 Methodology
2.1 Image Processing
2.2 Bilateral Filtering
2.3 Image Segmentation
2.4 Image Classification
2.5 Feature Extraction
3 Results and Discussion
4 Conclusion
References
Determining the Close Price of Bitcoin Using Regression Based on Blockchain Information
1 Introduction
2 Literature Survey
3 Proposed System Overview
4 Data Specification
5 Time Series Visualization
6 Feature Extraction
7 Prediction and Analysis
8 Conclusion and Future Scope
References
Automatic Number Plate Recognition Using Convolution Neural Network
1 Introduction
2 Existing System
3 Proposed System
4 Methodology
4.1 Image Acquisition
4.2 Pre Processing
4.3 Segmentation
4.4 Character Recognition Using CNN
4.5 GSM Module
5 Result
6 Conclusion and Future Scope
References
Coordinated Design of PSS and AVR for Stability Enhancement Using Differential Evolution Algorithm
1 Introduction
2 Systems Under Study
2.1 Single Machine Infinite Bus
2.2 Modeling the Excitation System
2.3 Modeling the Power System Stabilizer
2.4 Problem Formulation
3 Differential Evolution Algorithm
4 Results and Discussions
5 Conclusions
Appendix
References
Retrieval Services Using Mobile Computing and Blockchain
1 Introduction
2 Review of Literature Survey
3 Methodology
4 System Architecture
5 Results and Discussion
6 Conclusion
References
Closed-Loop High-Gain DC-DC Converters for Renewable Energy Source Application
1 Introduction
2 Closed-Loop Converter Topologies
2.1 Topology-I
2.2 Topology-II
2.3 Topology-III
3 Result Analysis of DC-DC Converters
3.1 Topology-I
3.2 Topology-II
3.3 Topology-III
4 Comparison of Topologies
5 Conclusion
References
Smart Secured Seamless Online Payment Against Counterfeit Transaction Through Aadhaar
1 Introduction
2 Existing Work
3 Proposed Work
3.1 System Architecture
3.2 System Modules
4 Experimental Results
5 Conclusion
References
Dual-Axis Solar Tracking System Using ANFIS Technique
1 Introduction
2 Proposed Method
3 Simulation Results
4 Hardware
4.1 Solar Panel
4.2 Motor Driver Circuit
4.3 Working
5 Conclusion
References
Delegated Authorization Framework for EHR Services Using QR Code-Based Encryption
1 Introduction
2 Related Work
3 Existing System
4 Proposed System
5 Modules Description
5.1 Login and Registration
5.2 Database Creation
5.3 Medical Information Transfer
5.4 QR Code Encryption
5.5 Medical Data See/Remove
5.6 Security Scanner
5.7 Medical File Download
6 Result and Discussion
6.1 Registration Page
6.2 Creating Patient ID
6.3 Adding a File of a Patient
6.4 QR Code for Every Patient
6.5 QR Code Scanning
6.6 OTP Verification
6.7 Patient Files
7 Conclusion
References
House Price and Renovation Prediction Analysis Using Different Machine Learning Algorithms
1 Introduction
1.1 Correlation and Data Distribution
1.2 Training and Testing
2 Results and Discussion
2.1 Mean Square Error Comparison
2.2 Predictions Versus Y-Test
2.3 Variable Importance and Renovation Priority
3 Conclusion
References
Discovery and Categorization of Voice Pathology Using Feature Selection Techniques
1 Introduction
2 Related Work
3 Proposed Work
3.1 Architecture
3.2 Advantages
3.3 Results
4 Conclusion
References
The Classification and Segmentation of Plant Disease Using Convolutional Neural Network (CNN)
1 Introduction
2 Related Works
3 Proposed Approach
3.1 Preprocessing
3.2 Segmentation
3.3 CNN Algorithm
4 Experimental Results
4.1 Training and Testing
4.2 Performance
5 Conclusion
References
An Evolutionary Programming-Based Tabu Search Algorithm for Solving Unit Commitment Problem in Smart Grid Environment
1 Introduction
2 Problem Formulation
2.1 Smart Grid Environment
2.2 UC Model
2.3 Constraints
3 Evolutionary Programming
3.1 Introduction
3.2 Evolutionary Strategies
3.3 EP General Algorithm
4 Evolutionary Programming-Based Tabu Search for UCP
4.1 EP Based TS
4.2 Repair Mechanism
4.3 Making Offspring Feasible
4.4 Implementation
5 Numerical Results
6 Conclusion
References
Coaxial-Fed Rectangular Microstrip Patch Antenna for WLAN
1 Introduction
2 Antenna Geometry
3 Design Equations
3.1 Patch Dimensions
3.2 Ground Dimensions
3.3 Feed Positions
3.4 Radiation Box Dimensions
4 Simulated Results
5 Conclusion
References
Design of Single Switch Voltage Equalizer for Partially Shaded Photovoltaic Modules
1 Introduction
2 Existing Systems
3 Proposed System
3.1 Voltage Equalization Strategy
3.2 Circuit Diagram
3.3 Mathematical Formulae
4 Operational Analysis
5 Hardware Analysis
6 Conclusion
References
Design and Fabrication of Object Sorting Conveyor System Based on Shape and Colour
1 Introduction
1.1 Design and Components Used
1.2 Methodology
2 Results and Discussion
3 Conclusion
References
Design and Development of Waste Management System
1 Introduction
2 Methodology and Work Flow
2.1 Flow Diagram
2.2 Working of the Module
3 Comparison with Previous Works
4 Operation of the System
5 Experimental Setup
6 Conclusion
References
Design and Implementation of an Intelligent Health Monitoring System for Variable Frequency Drive in Manufacturing Industry
1 Introduction
1.1 Variable Frequency Drive
1.2 External Monitoring System Parameter
2 Results and Discussion
3 Conclusion
References
Real-Time Monitoring with Labview of the Battery Management System and the Estimated Electric Vehicle Battery SoH
1 Introduction
2 Battery Model
3 Battery’s State of Health
4 Kalman Filter
5 LabVIEW
6 MATLAB Simulink, Waijung Blockset and UDP Protocol
7 Implementation Phase
8 Experimental Results
9 Conclusions
References
Design and Implementation of Three-Phase SEPIC-Based Photovoltaic System
1 Introduction
2 Proposed Photovoltaic System
2.1 SEPIC Convertor
2.2 Maximum Power Point Tracking (P&O)
2.3 Sliding Mode Control
2.4 Three-Phase Topology of SEPIC Inverter and Its Working Principle
2.5 Parameters Selection of SEPIC Convertor Components
3 Simulation and Experiment Results
3.1 Simulation
3.2 Simulation Parameters
4 Experiment
5 Comparision of Proposed Photovoltaic System to Conventional Photovoltaic System
6 Conclusion
References
Author Index