Smart and Intelligent Systems: Proceedings of SIS 2021
- Length: 614 pages
- Edition: 1
- Language: English
- Publisher: Springer
- Publication Date: 2021-08-31
- ISBN-10: 981162108X
- ISBN-13: 9789811621086
- Sales Rank: #0 (See Top 100 Books)
This book is a collection of high-quality research papers presented at the International Conference on Smart and Intelligent Systems (SIS 2021), which will be held in Velagapudi Ramakrishna Siddhartha Engineering College (VRSEC), Andhra Pradesh, India, during February 25–26, 2021, in virtual mode. It highlights how recent informatics intelligent systems have successfully been used to develop innovative smart techniques and infrastructure in the field of modern engineering and technology. The book will also be of interest to those working in the field of computational intelligence, smart computer network and security analysis, control and automation system, cloud computing, fog computing and IoT, smart grid communication, smart cities, solar cell synthesis and their performance, green technology, and many more. The contents of this book prove useful to researchers and professionals.
Preface Contents About the Editors 1 Optimal Sizing and Siting of Distributed Generation for Losses Minimization in Distribution System Using Fractional Lévy Flight Bat Algorithm 1 Introduction 2 Mathematical Formulation 2.1 Objective Function 2.2 Optimal Placement of DG 2.3 Fractional Lévy Flight Bat Algorithm 3 Results 4 Conclusion References 2 Performance Analysis of a Standalone Inverter System Under Variable Loading Conditions 1 Introduction 1.1 Standalone Inverter and Its Control Scheme 1.2 Firefly Algorithm (FA)-Based PI Controller 2 Simulink Results and Discussion 3 Conclusion References 3 Performance Study of a Wind-Battery-Based Islanding System 1 Introduction 2 System Description 2.1 Wind Turbine System 2.2 Battery System 3 Simulation Results and Discussion 3.1 Case-1:Fixed Wind Power and Variable Load 3.2 Case-2: Variable Wind Power and Constant Load 3.3 Case-3: Variable Wind and Load Power 4 Conclusion References 4 Fabric Defect Detection Using Computer Vision 1 Introduction 2 Existing Methods 3 Proposed System 4 Experimental Results 5 Conclusion References 5 Energy Audit and Advancement of Solar Installation in SIT: A Case Study 1 Introduction 2 Site Details 3 Energy Audit: Objectives and Significance 4 Energy Audit Methodology 5 Graphical Representation of Energy Consumption 6 Solar Energy 7 Economic Benefits of Solar Installation in SIT 8 Conclusion References 6 Random Fault Positioning Based Voltage Sag Assessment for a Large Power Transmission Network 1 Introduction 2 Voltage Sag Assessment Technique 2.1 Voltage Sag Due to Bus and Line Faults 2.2 Procedure for Evaluating Residual Voltage Due to the Occurrence of Random Faults 3 Evaluation of Fault Rate 4 Case Study and Analysis 5 Conclusion References 7 Feasibility Analysis of SEPIC Converter as a PV Balancer for Practical Photovoltaic System 1 Introduction 2 Performance Analysis of SEPIC Converter 2.1 Single-End Primary Inductance Converter 2.2 SEPIC Conerter in PVB 2.3 Mathematical Analysis of PVB 3 Simulation Results 4 Conclusions References 8 Market Clearing Mechanism by Optimal Scheduling of Electric Power Suppliers 1 Introduction 2 Problem Formulation 3 Artificial Bees Colony Algorithm 4 Ant Lion Optimizer Algorithm 5 Result and Discussion 6 Conclusion References 9 Anti Camcorder Piracy Display System 1 Introduction 1.1 Traditional Methods 2 Principle and Mathematical Model 3 Simulation Using Simulink 4 Results 5 Conclusion References 10 Performance Evaluation of HAWT-and VAWT-Based WECS with Advanced Hill Climb Search MPPT and Fuzzy Logic Controller for Low Wind Speed Regions 1 Introduction 2 Methodology 3 Application of Developed Methodology 4 Results and Discussion 5 Conclusion References 11 A Novel Asymmetric Multilevel Inverter with Low THD 1 Introduction 2 Proposed Topology 2.1 Operation 3 Switching Table 4 Triangular Carrier Waveform 5 Mathematical Calculations 5.1 Voltage Stress 5.2 Conduction and Switching Loss 5.3 Simulation Result 6 Total Harmonic Distortion 7 Conclusion References 12 Video-Based Facial Expression Recognition: A Deep Learning Approach 1 Introduction 2 Literature Review 3 Proposed Method 3.1 Generating CNN Inputs 3.2 Learning Spatial and Temporal Features with CNNs 3.3 Integrating Learned Features with DBN 3.4 Facial Expression Classification 4 Datasets 5 Results 6 Conclusion References 13 Bidirectional Buck-Boost Converter in Solar PV System for Supercapacitor Energy Storage System 1 Introduction 2 Bidirectional DC-DC Converter 2.1 Buck Converter Analysis 2.2 Boost Converter Analysis 3 Proposed Simulation Models of Buck and Boost Mode of Operation 4 Simulation Results and Discussion 5 Conclusion References 14 Speech Separation Using Deep Learning with MATLAB 1 Introduction 2 Related Work 3 Data Set 4 Network Architecture 5 Implementation 6 Experimentation and Results 7 Conclusion References 15 Maximum Power Extraction from Solar Photovoltaic Strings Using Grey Wolf Optimization Technique Under Partial Shading Condition 1 Introduction 2 PV System Descriptions 3 GWO Technique for Tracking Maximum Power During Partial Shading 3.1 Implementation of GWO for MPP Tracking 4 Results and Discussion 5 Conclusion References 16 Impedance Source Inverter Based Asynchronous Motor Drive Using Different Modulating Signals 1 Introduction 2 Methodology 3 Space Vector Based PWM Techniques 4 Results and Discussion 5 Conclusion References 17 Z-Source Inverter for RES-EVS with Flexible Energy Control Functions 1 Introduction 2 Literature Survey 3 Structure of Electric Vehicle 4 Z-Source Inverter for Renewable Energy Sources and EV Charging 5 Results 6 Conclusion References 18 Assessment of Single and Two-Stage Optimization Processes on Optimal Capacitor Placement in Power Distribution Systems 1 Introduction 2 Problem Formulation 2.1 Objective Function 2.2 Constraints 3 Overview of OCSO Algorithm 4 Results 4.1 Case Study 1: 10 Bus Test System 4.2 Case Study 2: 69 Bus Test System 5 Conclusion References 19 Harmonic Distortions Mitigating in an ELCr with Hybrid Hydro Electric Network Based on Fuzzy Controller 1 Introduction 2 Hybrid System of Renewable Energy Sources 2.1 Wind Power Generation 2.2 Hydropower Generation 3 Method of Control to Maintain the Desired Output 4 Modelling of Electronic Load Controller 5 Results and Observation 6 Conclusion References 20 Comparative Study of Wireless Power Transfer and Its Future Prospective 1 Introduction 2 Work Done till Now in WPT Technology 2.1 WPT Using MM 2.2 Improvement in the Received Power at the Rx Antenna Side 3 Non-Radiative WPT 3.1 Inductive Coupling WPT 3.2 Magnetic Resonant Coupling WPT 4 Radiative 4.1 Laser or Light Wave WPT 4.2 Microwave WPT 5 Comparative Analysis of Various WPT Technology 6 Conclusion References 21 Monopole Antenna for UWB Applications with DGS 1 Introduction 1.1 Literature Survey 2 Antenna Design and Specifications 2.1 Evolution of Antenna Design 2.2 Microstrip Feed Line 2.3 Defected Ground Structures 3 Results and Discussion 3.1 Return Loss 3.2 Fabricated Antenna Design 4 Conclusion References 22 High Resolution Spatial Data Analysis and Haze Removal for Remote Sensing Images 1 Introduction 1.1 Object Identification and Algorithms 2 Methodology 2.1 Dark Channel Prior Method 2.2 Computation of Dark Channel 2.3 Transmission Map 2.4 Segmentation 2.5 Band Ratios 2.6 Membership Functions 2.7 Classification 2.8 Support Vector Machines (SVM) and Multi-class Support Vector Machine (MVSM) 2.9 Accuracy 3 Results 4 Conclusion and Future Scope References 23 Energy Monitoring Framework Utilizing Internet of Things 1 Introduction 2 Architecture of Energy Monitoring Frame Work 3 Methodology for Data Extraction 4 Results 5 Conclusions 6 Future Scope References 24 Enhancement of Performance Parameters in Wireless Mobile Adhoc Networks Using DSR and Cache-Modified DSR Routing Protocols 1 Introduction 2 Related Work 3 Proposed Method 3.1 Overhead 3.2 End-To-End Delay 3.3 Packet Drop 3.4 Average Energy Utilization: 3.5 Packet Delivery Ratio (PDR) 4 Results 5 Conclusion References 25 Design of Fault Tolerant Single RAM-Based Parallel Real Fast Fourier Transform Architectures Using Error Correction Codes and Parseval Checks 1 Introduction 2 Parity-SOS-ECC Technique 3 Single RAM RFFT Architecture with CLA Adder and Vedic Multiplier 3.1 CLA Adders 3.2 Vedic Multiplier 4 Results and Discussion 5 Conclusion References 26 Feasibility Study of Floating Solar–Hydro Hybrid System with IoT 1 Introduction 2 Hybrid PV–Hydro System 2.1 Hydropower Plant 2.2 Floating PV System 3 IoT-Based Controller for Hybrid Floating PV and Hydropower 3.1 Estimated Model 3.2 Flow Diagram 4 Case Study 5 Conclusions References 27 A Rectangular SIW MIMO Antenna for IoT Devices and Ultra-Wideband Applications 1 Introduction 2 Antenna Design 3 Results 4 Fabricated Antenna 5 Conclusion References 28 Cloud-Connected Smart Energy Meter with Remote Monitoring and Control 1 Introduction 2 Proposed Design 2.1 Hardware Implementation: 2.2 Software Implementation 3 Working Prototype of the Proposed Design 4 Results 5 Conclusion References 29 IBM Watson Assistant and Node-RED-Based Movie Ticketing Bot Design 1 Introduction 2 Theoretical Analysis 3 Block Diagram 4 Software Part 5 Results 6 Advantage and Disadvantage 7 Conclusion and Future Scope References 30 A Comparative Analysis of IC and RCC MPPT Techniques for High-Power PV Systems 1 Introduction 2 Background 2.1 Incremental Conductance (IC) 2.2 Ripple Correlation Control (RCC) 2.3 DC–DC Converters 3 Simulink Simulation Model of PV System 4 Simulation Results 5 Conclusion References 31 Development of Comprehensive Modelling and Simulation of Photovoltaic Module 1 Introduction 2 Modelling of PV Cell 3 Determination of Constraints 3.1 Determination of IPH and IDS 3.2 Determination of RSE and RSH 4 Simulation Model and Results 5 Conclusion References 32 Analysis and Prediction of Crime Using Machine Learning Techniques 1 Introduction 2 Categories of Analytical Models Algorithms 2.1 Naive Bayes 2.2 K-means Clustering Algorithm 2.3 Random Forest 2.4 Decision Tree 2.5 Logistic Regression 2.6 Support Vector Machines 3 Dataset 4 Hardware and Software Used 5 Methodology 6 Performance Parameters 6.1 Confusion Matrix 6.2 Accuracy 6.3 Precision 6.4 Recall 6.5 F1-Support 6.6 Time Complexity 7 Results and Discussions 8 Conclusions References 33 Short-Term Power Forecasting for Renewable Energy Sources Using Genetics-Based Harmony Search Algorithm 1 Introduction 2 Methodology 3 Application of Developed Methodology 4 Results and Discussion 4.1 Six Hours ahead forecasting 5 Conclusion References 34 Investigation and Implementation of Low Profile Patch Beam Steering Antenna for Vehicular Applications 1 Introduction 2 Beam Steering Design 3 Simulated Results 4 Fabricated Antenna 5 Conclusion References 35 Updated Review on the Classification of Target Tracking Algorithms in Wireless Sensor Networks 1 Introduction 1.1 Different Categories of Target Tracking Algorithms 2 Target Tracking Algorithms for Network Structure 2.1 Target Tracking Algorithms for Hierarchical Network Structure 2.2 Tree-Based Hierarchical Network Structure in Target Tracking Algorithms 2.3 Cluster-Based Hierarchical Network Structure in Target Tracking Algorithms 2.4 Hybrid Methods in Hierarchical Network Structure in Target Tracking Algorithms 2.5 Activation-Based Methods in Hierarchical Network Structure in Target Tracking Algorithms 3 Target Tracking Algorithms for Peer-To-Peer Network Structure 3.1 Embedded Filter-Based Peer-To-Peer Network Structure 4 Target Tracking Algorithms as Per the Sensor Type 5 Target Tracking Algorithms as Per the Count of Target 6 Other Prediction-Based Target Tracking Algorithms 7 Discussion and Conclusion 8 Open Research and Future Directions References 36 Performance Evaluation of Various Traditional Controllers in Automatic Generation Control of Multi-Area System with Multi-Type Generation Units 1 Introduction 2 Investigative Model 3 Coordinated Strategy of SMES-TCSC 3.1 SMES 3.2 TCSC 4 HAEFA Algorithm 5 Simulation Results 5.1 Evaluating the Performances of Several Traditional Controllers 5.2 Evaluating the Effect of Coordinated SMES-TCSC Strategy on System Performance 5.3 Sensitivity Analysis 6 Conclusion References 37 Conventional and Heuristic Optimization Techniques Comparison for Economic Load Dispatch 1 Introduction 2 Problem Formulation 2.1 Constraints 3 Methodology 3.1 Conventional Techniques 3.2 Heuristic Techniques 4 Simulation Results 5 Conclusion Appendix-I: Test System I: 6-generator System Data Appendix-II: Test System II: 10-Generator System Data Appendix-III: Test System III: 14-Generator System Data References 38 Effect of Au-Al Dual-Metal Gate on 3D Double-Gate Junctionless Transistor Performance 1 Introduction 2 Device Dimension and Simulation Environment 3 Results and Discussion 4 Conclusion References 39 Power- and Area-Efficient FIR Filter for Denoising of Electrooculogram Signal 1 Introduction 2 Finite Impulse Response(FIR) Filter Architecture 3 Proposed FIR Filter Using Common Subexpression Elimination 4 Functional Verification of Proposed Filter 5 Synthesis Results of Proposed Filters Using Compressors and CSE 6 Conclusion References 40 Foggy Image Enhancement Using Improved Histogram Equalization and Guided Filter 1 Introduction 2 Related Work 3 Background Work 4 Proposed Methodology 5 Experimental Results and Discussion 6 Conclusions and Future Scope References 41 A Compact L-Shape ACS-Fed Printed Monopole Dual-Band Antenna for 3.5 GHz WiMAX and 5.8 GHz WLAN Applications 1 Introduction 2 Antenna Design 3 Results and Conclusions 4 Conclusion References 42 Performance Investigation of PAPR Mitigation in MIMO-OFDM System Using Unconstrained Global Optimization Base Partial Transmit Sequence 1 Introduction 2 Literature Survey 3 Proposed UGO-PTS Technique 3.1 OFDM System Model 3.2 UGO-PTS Method 3.3 Unconstrained Global Optimization 4 Results and Discussion 5 Conclusion References 43 Novel Construction of Eight Transmit Antennas by Varying the Receiving Antennas Using Maximum Likelihood Decoding Algorithm 1 Introduction 2 Related Work 3 Proposed Method 3.1 System Model 4 OSTBC (8 * 8) Scheme 4.1 Decoding of Eight Transmits Antennas 5 Results and Discussions 6 Conclusion References 44 Effect of Channel Doping Variation on Electrostatic Characteristics of 3D Double Gate Junctionless Transistor 1 Introduction 2 Device Dimension and Simulation Environment 3 Result and Discussion 4 Conclusion References 45 Design of Multi-Stage Dodecapole Electrical Propelling System (DEPS) and Its Possible Use in the Hyperloop Transportation 1 Introduction 2 Magnetic Circuit of Dodecapole Electrical Propelling Systems (DEPS) 3 Verification: Derived Equation Versus FEM Analysis 4 Design Algorithm 5 Implementation of DEPS for Hyperloop Transportation: A Case Study 5.1 Simulation Results: A Case Study 6 Conclusions References 46 A Miniaturized Multi-Band Antenna Operating in C, X, and Ku Bands 1 Introduction 2 Antenna Design 3 Conclusion References 47 Maiden Application of Seagull Optimization Algorithm for the Study of Load Frequency Control 1 Introduction 2 Investigated Model 3 Seagull Optimization Algorithm 3.1 Exploration Phase 3.2 Exploitation Phase 4 Simulation Results 4.1 Case-1: System Performance with Various Control Approaches 4.2 Case-2: System Performance with AC-DC Lines 4.3 Case-3: Robustness Test 5 Conclusion References 48 Single and Multi-objective Optimal Generation Expansion Planning with HVDC Systems by Using HSDE Algorithm 1 Introduction 1.1 Literature Survey 2 OGEP Problem Formulation 2.1 First Objective 2.2 Multi-objective 2.3 VSC-HVDC System 3 Algorithm 4 Results and Discussion 5 Conclusion References 49 Design and Implementation of Thirty One Level Multilevel Inverter 1 Introduction 2 Proposed Topology 3 Switching Table 4 Mathematical Formulations 4.1 Voltage Stress 4.2 Conduction Losses 5 Pulse Width Modulation 6 Simulation Output 7 Total Harmonic Distortion 8 Conclusion References 50 A Comparative Study of LCLC Type PVDSTATCOM Using Improved ALST Control Algorithms 1 Introduction 2 System Configuration 3 Control Algorithm 3.1 Icos∅ Algorithm 3.2 SRF Theory-Based Control Algorithm 3.3 Improved Adaptive Linear Sinusoidal Tracer Algorithm 4 Results and Analysis 4.1 Case-1: Steady-State Performance of the System Connected to Non-Linear Load Under Ideal Grid Condition 4.2 Case-2: Transient Performance Under Ideal Grid Condition 4.3 Case-3: Dynamic Performance Under Uncertain Load Active Power Variation 5 Conclusion References 51 QR Code-Based Digital Assistant for Seminar Halls Using Tinker Board and Node-RED 1 Introduction 2 Mathematical Model of the System 2.1 Input Set: 2.2 Output Set: 3 Methodology 4 Results and Discussions 5 Conclusion References 52 Transient Response Performance-Based Comparative Studies of TBC Fed UPQC in Multibus-Based System with Conventional Converter 1 Introduction 2 Ease of Use for Open Loop System 2.1 UPQC with Conventional Peak Step-up Converter 2.2 Proposed Two Inductor Boost Converter for UPQC 3 Implementation for Open Loop System 3.1 Peak Step up Boost Converter with UPQC System 3.2 Two Inductor Boost Converter Based UPQC 4 Proposed Closed-Loop System 4.1 System Configuration 4.2 PI Controller Based TBC-UPQC Closed Loop System 4.3 Proposed PR Controller Based TBC-UPQC Closed Loop System 5 Conclusions References 53 Smart Wearable Safety Device: A Wearable Anti-Assault and Location Tracking Device 1 Introduction 2 System Design 3 Architectural Model 4 Working Principle of the Device 5 Future Development 6 Conclusions References Author Index
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