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Index
Preface
Contents
About the Editors
Annual Energy Savings with Multiple DG and D-STATCOM Allocation Using PSO in DNO Operated Distribution Network
1 Introduction
2 Steady State Model and Cost Components
2.1 DG Model
2.2 D-STATCOM Model
2.3 Cost of Energy Loss [12]
2.4 Cost of DG [12]
2.5 Cost of D-STATCOM [13]
2.6 Cost Saving
3 Problem Formulation
4 DG and D-STATCOM Allocation Using PSO
5 Results with DG and D-STATCOM Allocation
6 Conclusions
References
Optimized 2DOF PID for AGC of Multi-area Power System Using Dragonfly Algorithm
1 Introduction
2 Power System Model and Mathematical Modeling
3 Dragonfly Algorithm
4 Results and Discussion
4.1 Application of DA Optimized 2DOF PID to Multi-area Hydro-Thermal Power System
5 Conclusion
Appendix-A [13]
Appendix-B [12]
References
Wide Area Monitoring System Using Integer Linear Programming
1 Introduction
2 Phasor Measurement Unit
2.1 Simulation of PMU
3 Case Study and Results
4 Optimal Placement of PMU
4.1 Formulation of ILP
4.2 Optimal Results
5 Conclusions
References
Fault Classification and Faulty Phase Selection Using Symmetrical Components of Reactive Power for EHV Transmission Line
1 Introduction
2 Proposed Method
3 Simulations
4 Observations from Simulations
5 Conclusion
References
Optimal Bidding Strategy in Deregulated Power Market Using Krill Herd Algorithm
1 Introduction
2 Optimal Bidding Strategy
3 Krill Herd Algorithm (KHA)
4 Methodology
5 Case Study
6 Conclusions
References
A Novel Intelligent Bifurcation Classification Model Based on Artificial Neural Network (ANN)
1 Introduction
2 Model Description
2.1 IEEE 14 Bus Model Simulation
2.2 Bifurcation Classification Model Formation
3 Results and Discussion
4 Conclusion
References
Teaching Learning Based Optimization for Frequency Regulation in Two Area Thermal-Solar Hybrid Power System
1 Introduction
2 System Under Study
3 Solar Thermal Power System
3.1 Control Technique
3.2 Teaching Learning Based Optimisation (TLBO)
3.3 Choice of Objective Function
4 Results and Discussion
4.1 (10% Step Load Change in Area-I)
5 Conclusion
References
An Approach to Minimize the Transmission Loss and Improves the Voltage Profile of Load Bus Using Interline Power Flow Controller (IPFC)
1 Introduction
2 Proposed Configuration
3 Algorithm of IPFC
3.1 An Algorithm for Series Converter
3.2 An Algorithm for Shunt Converter
4 Results and Discussion
4.1 Performance of Series Converter of IPFC Using Novel Approach
4.2 Performance of Shunt Converter of the IPFC Using Current Control Algorithm
5 Conclusions
References
A Novel Intelligent Transmission Line Fault Diagnosis Model Based on EEMD and Multiclass PSVM
1 Introduction
2 Methodology
2.1 Model Description
2.2 Ensemble Empirical Mode Decomposition (EEMD)
2.3 Proximal Support Vector Machine (PSVM) [14–16]
3 Results and Discussions
4 Conclusion
References
Optimal Power and Performance Using Fletcher–Reeves Method in Dynamic Voltage Scaling
1 Introduction
2 Mathematical Modeling
3 Results Analysis
4 Conclusion
References
Optimal Location and Sizing of DG in Distribution System and Its Cost–Benefit Analysis
1 Introduction
2 Problem Formulation
2.1 Objective Function
3 Optimization Technique
4 Benefits Accrued from DG
5 Conclusion
References
IDMA-Based on Chaotic Tent Map Interleaver
1 Introduction
2 Chaos in Communication
2.1 Tent Map
3 System Description
3.1 Algorithm: TENT Map Interleaver
4 Simulation Results Analysis Tent Map Based IDMA
4.1 BER Analysis
5 Computational Complexity
6 Conclusion
References
Energy Efficient Resource Allocation for LSA Array Based 5G Wireless Communication Systems Using Convex Optimization Techniques
1 Introduction
2 Related Work
3 Problem Description
4 Problem Solution
4.1 Convex Function and Convex Optimization
5 System Model for MIMO Rate Optimization
6 Results and Discussions
7 Conclusion
References
Vocal Mood Recognition: Text Dependent Sequential and Parallel Approach
1 Introduction
1.1 Overview of Speech Recognition
1.2 Word Error Count
2 Proposed Work for Vocal Mood Recognition
2.1 Algorithm for Vocal Mood Recognition (Sequential)
2.2 Algorithm for Vocal Mood Recognition (Parallel)
3 Result Analysis
4 Conclusion
References
Wideband Slotted Circular Monopole Antenna with Saturn-Shaped Notch in Ground Plane
1 Introduction
2 Structure Design
2.1 Configuration of Printed Circular Monopole with Partial Ground
2.2 Introduction of Notch in the Ground Plane
2.3 Slot and Arc Cuts in Patch Shape
3 Results and Discussion
4 Conclusion
References
An 8-Shaped Self-affine Fractal MIMO Antenna for UWB Applications
1 Introduction
2 Antenna Configuration
3 Analysis of MIMO Antenna
3.1 Effect of Ground Stub
3.2 Effect of Ground Slots
4 Results and Discussion
5 Diversity Performance
6 Conclusion
References
Design and Implementation of Conductor-to-Dielectric Lateral Sliding TENG Mode for Low Power Electronics
1 Introduction
2 Architecture of Lateral Sliding Mode
3 Simulation Results
4 Conclusion
References
Task-Space Pose Decomposition Motion Control of a Mobile Manipulator
1 Introduction
2 Dynamic Modeling of a Mobile Manipulator
3 Task-Space Pose Decomposition Motion Control Scheme
4 Performance Analysis
4.1 System Description
4.2 Task Description
4.3 Results and Discussions
5 Conclusions
References
Structural Triboelectric Nanogenerators for Self-powered Wearable Devices
1 Introduction
1.1 History of Triboelectric Nanogenerators
2 Description for Proposed Model
2.1 Material Properties
3 Experimental Results
3.1 Design 1 of STENG
3.2 Design 2 of STENG
3.3 Design 3 of STENG
3.4 Design 4 of STENG
4 Comparison of the Proposed Designs
5 Conclusion and Discussions
References
Analyzing the Optimal Scenario for Energy-Efficient Communication in Underwater Wireless Sensor Network
1 Introduction
2 Design Methodology
2.1 Node Deployment
2.2 Base Station Position
2.3 Gateway Nodes Placement
3 Routing
3.1 Clustered-Based Routing [11]
3.2 Region-Based Routing [14]
4 Energy Model Followed
5 Optimal Scenario Analysis
5.1 Simulation Parameters and Values
5.2 Results
6 Conclusion
References
Optimal Design of IIR Filter Using Dragonfly Algorithm
1 Introduction
2 Adaptive IIR System Model
3 Dragonfly Algorithm (DA)
3.1 Behavior of Fireflies
3.2 Dragonfly Algorithm
4 Simulation Results
5 Conclusions
References
Friends Recommender System Based on Status (StatusFRS) for Users of Overlapping Communities in Directed Signed Social Networks
1 Introduction
2 Related Work
3 Proposed Model to Recommend Friends in a DSSN
3.1 Overlapping Community Formation in DSSN
3.2 Computation of Status
3.3 Formation of Recommended Friends List
4 Dataset and Experimental Results
5 Conclusion and Future Work
References
10-Min Ahead Forecasting of Wind Speed for Power Generation Using Nonlinear Autoregressive Neural Network
1 Introduction
2 Methodology
2.1 Data Measurement
2.2 Nonlinear Autoregressive Neural Network (NANN) Based Forecasting
3 Results and Discussion
4 Conclusion
References
Predictive Control of Energy Management System for Fuel Cell Assisted Photo Voltaic Hybrid Power System
1 Introduction
2 Conventional Topologies
2.1 PV/Battery/Diesel HPS
2.2 Photovoltaic-Battery-Fuel Cell Hybrid System
3 Grid-Connected PV and Fuel Cell Power Generating Model
3.1 PEMFC Model
3.2 Photovoltaic System Model
3.3 Fuzzy Inference System
4 Energy Management System (EMS)
4.1 Battery SOC and Predictive Control
4.2 PVFC System and Batteries Adaptive Difference
5 Simulation and Results
6 Conclusion
References
Optimal Active–Reactive Power Dispatch Considering Stochastic Behavior of Wind, Solar and Small-Hydro Generation
1 Introduction
2 Wind Energy Stochastic Model
3 PV Stochastic Model
4 Problem Formulation
4.1 Operational Cost Function for Wind Power Plant
4.2 Operational Cost Function for PV Power Plant
5 Simulation Result and Discussion
6 Conclusion
References
Wind Power Density Estimation Using Rayleigh Probability Distribution Function
1 Introduction
2 Problem Formulation
3 Proposed Methodology
3.1 Study Area
3.2 Frequency Distribution, Rayleigh Probability Distribution Functions, and Wind Power Density Estimation
4 Results and Discussions
5 Conclusions
References
Fractional Order Control and Simulation of Wind-Biomass Isolated Hybrid Power System Using Particle Swarm Optimization
1 Introduction
2 System Model
3 Controller Technique
4 Performances Indices
5 Optimization Methodology
6 Simulation Results and Discussions
6.1 Performance Analysis
6.2 Robustness Analysis
7 Conclusion
References
Renewable Energy Management in Multi-microgrid Under Deregulated Environment of Power Sector
1 Introduction
2 Problem Formulation
2.1 Objective Function
2.2 Power Balance Constraints for jth Microgrid
2.3 Dispatchable Unit Constraints
2.4 Transmission Line Constraints
2.5 Power Flow Constraints
3 Proposed Approach and Solution Procedure
4 Simulation Analysis
5 Result and Discussion
6 Conclusion
References
Prediction of Energy Availability from Solar and Wind for Demand Side Management
1 Introduction
2 Modeling of Extreme Value Distribution
3 Probability Distribution of Solar and Wind
3.1 Solar Power Plant
3.2 Wind Power Plant
4 Conclusion
References
Fuzzy Logic Controller for DC Micro-grid Systems with Energy Supervision System
1 Introduction
2 Modeling of Energy Storage System
3 Energy Supervision System with Fuzzy Logic Controller
4 Fuzzy Logic Control
5 Simulation Results
6 Conclusion
References
A Semi-supervised Clustering for Incomplete Data
1 Introduction
2 Semi-supervised Clustering Algorithms
3 FCM Algorithms for Incomplete Data
4 Proposed Semi-supervised Clustering for Incomplete Data
5 Numerical Examples
5.1 Real-Life Data Set Description
5.2 Results and Discussion
6 Conclusion
References
A Vision-Based System for Traffic Light Detection
1 Introduction
2 System Architecture
2.1 Templates
2.2 Image Acquisition
2.3 Intensity Image Plane Extraction
2.4 ROI Selection
2.5 Template Matching
2.6 Case Structure
3 Simulation and Experimental Results
3.1 Performance Analysis
4 Conclusion
References
Analysis of the Performance of Learners for Change Prediction Using Imbalanced Data
1 Introduction
2 Related Work
3 Research Background
3.1 Class Imbalance Problem
3.2 Use of Sampling to Balance Dataset
3.3 Variables Used
4 Research Methodology
4.1 Subject Selection
4.2 Data Analysis Methods Used
4.3 Performance Measures Used
5 Result Analysis
6 Conclusion
References
Characterizations of Right Regular Ordered LA-Semihypergroups via Soft Hyperideals
1 Introduction and Preliminaries
2 Soft Characteristic Function, Soft Intersection (S.I.) Product and Soft Intersection (S.I.) Hyperideals
3 Characterizations of Right Regular Ordered LA-Semihypergroups
References
Score Improvement Using Backpropagation in Biometric Recognition System
1 Introduction
1.1 Novelties and Contributions of the Paper
2 Preprocessing
3 Methodology
4 Experimental Results
5 Conclusion
References
Attribute-Based Access Control in Web Applications
1 Introduction
2 Backgrounds
3 Attribute-Based Access Control (ABAC)
4 eXtensible Access Control Markup Language (XACML)
5 Implementation
5.1 Overview
5.2 Attributes
5.3 Policy and Rules
6 Results
7 Conclusion and Future Work
References
An Approach to Implement Quality Tools in Inventory Management
1 Introduction
2 Seven Tools of Quality or the Magnificent Seven Used in Inventory Management
3 Cause and Effect Diagram and Its Use in the Analysis of Problem
4 Pareto Chart
5 Check Sheet and Its Use in Analysis of the Problem
6 Scatter Diagram and Its Use in Analysis of the Problem
7 Process Flow Chart and Its Use in the Analysis of the Problem
8 Conclusion
References
Stock Prediction Using Machine Learning Algorithms
1 Introduction
2 Methodology
2.1 Support Vector Machines
2.2 Random Forest
2.3 Gradient Boosting
2.4 Adaptive Boosting (AdaBoost)
3 Proposed Model
3.1 Factors
3.2 Scope
4 Simulation and Results
4.1 Implementation of Different Algorithms
4.2 Dependency of Market Performance on the Attributes
4.3 Evaluation of Machine Learning Algorithms
5 Conclusion and Future Scope
References
Fuzzy Concept Map Generation from Academic Data Sources
1 Introduction
2 Related Work
3 Methodology
3.1 Documents Preprocessing
3.2 Fuzzy Context/Semantics Vector Generation
3.3 Mutual Information Between Two Terms
3.4 Concept-Concept Relationships
4 Experimental Analysis
4.1 Data Sets Used
4.2 Performance Evaluation
5 Conclusion and Future Work
References
Rural Electrification Using Microgrids and Its Performance Analysis with the Perspective of Single-Phase Inverter as Its Main Constituent
1 Introduction
2 Major Changes in Traditional Grid
3 Concept of Microgrid
4 Selection of Design Parameters
4.1 Selection of Switching Frequency of Triangular Wave
4.2 Variation of Amplitude Modulation Index ma
4.3 Varying the Frequency of Sinusoidal Control Signal Frequency
4.4 Selection of DC Bus Capacitor
4.5 Selection of Filter Inductance and Capacitance
5 Effect of Load Variation and Parasitic Parameters on Inverter
5.1 Effect of Parasitic Filter Components
5.2 Effect of Resistive-Inductive Load
6 Conclusion
References
Speed Control of PMBLDC Motor Using Fuzzy Logic Controller in Sensorless Mode with Back-EMF Detection
1 Introduction
2 System Configuration
3 Proposed Technique
4 Implementation of FLC
5 Simulation Results and Discussion
6 Conclusion
References
Modeling and Analysis of the Photovoltaic Array Feeding a SPWM Inverter
1 Introduction
2 Mathematical Modeling of the Solar Cell
2.1 Effect of Change of Solar Radiation on the Solar Cell Current
2.2 Effect of Change in Operating Temperature on the Solar Cell Current
2.3 Derivation for the Output Voltage of the Solar Cell
3 Modeling of the Solar Cell with Simulink
3.1 Simulation Results of Solar Cell
3.2 Simulation of Solar Array
3.3 Simulation of Single-Phase PWM-Based VSI Inverter
4 Simulation Results of Single SPWM Inverter
4.1 Simulation Results at Different Radiation and Temperature
5 Conclusion
References
Optimal Material Selection on Designed Chassis
1 Introduction
2 Literature Survey
2.1 Structural Analysis of the Monocoque Chassis
3 Results
4 Conclusion
References
Optimization and Comparison of Deformation During Closed Die Forging of Different Parts
1 Introduction
2 Methodology
3 Results and Discussions
3.1 Part I
3.2 Part II
4 Comparison
5 Conclusions
References
Material Removal Rate Prediction of EDDG of PCBN Cutting Tool Inserts Based on Experimental Design and Artificial Neural Networks
1 Introduction
2 Materials and Experimentation
2.1 Tomal-10 (T10)
2.2 EDDG Setup
2.3 Design of Experiments
2.4 Artificial Neural Network
3 Results and Discussion
3.1 Estimation of Critical Process Parameters Using Design of Experiments
3.2 Assessment of MRR Using ANN
4 Conclusions
References
Adaptive Control of a Nonlinear Surge Tank-Level System Using Neural Network-Based PID Controller
1 Introduction
2 Surge Tank System
3 PID Controller Using Neural Network (NN-PID Controller)
3.1 Implementation of MLN PID Controller
3.2 Implementation of MLN Identifier
4 Simulation Results
4.1 Testing of NN-PID Controller When Disturbance Occur in the Plant
4.2 Testing of the NN-PID Controller Under Parametric Uncertainties
5 Conclusion
References
Gray Wolf Optimization-Based Controller Design for Two-Tank System
1 Introduction
2 The Feedback Structure
3 The Tuning Methodology
4 Gray Wolf Optimization
5 Simulation Results
6 Conclusion
References
Comparative Performance Analysis of PID Controller with Filter for Automatic Generation Control with Moth-Flame Optimization Algorithm
1 Introduction
2 System Considered
2.1 Controller Design and Objective Function
3 Moth-Flame Optimization Algorithm
4 Simulation Results and Discussion
4.1 Transient Analysis of Test System-1
4.2 Transient Analysis of Test System-2
4.3 Sensitivity Analysis
5 Conclusion
References
Analysis of Electrocardiogram Signal Using Computational Intelligence Technique
1 Introduction
2 Computational Intelligence Techniques
2.1 Discrete Wavelet Transform (DWT)
2.2 Principle Component Analysis (PCA)
2.3 Independent Component Analysis (ICA)
2.4 Bionic Wavelet Transform (BWT)
3 Baseline Reduction
4 Simulation Results
5 Conclusion
Appendix
References
Prediction of Secondary Structure of Proteins Using Sliding Window and Backpropagation Algorithm
1 Introduction
2 Methodology
2.1 MADALINE
3 Proposed Algorithm
3.1 Datasets Considered for Experimentation
4 Results and Discussion
5 Conclusion
References
Multiclass Segmentation of Brain Tumor from MRI Images
1 Introduction
2 Method
2.1 Preprocessing
2.2 Segmentation
2.3 Postprocessing
3 Results and Discussions
3.1 Dataset
3.2 Experimental Results
3.3 Discussion
4 Conclusion
References
Real-Time Resource Monitoring Approach for Detection of Hotspot for Virtual Machine Migration
1 Introduction
2 Related Work
3 Proposed Real-Time Resource Monitoring (RTRM) System
4 Results and Discussion
5 Conclusion
References
SWS—Smart Waste Segregator Using IoT Approach
1 Introduction
2 Literature Survey
3 Objective
4 Proposed System
5 Advantages Over Manual Solution
6 Conclusion and Future Scope
References
Securing Onion Routing Against Correlation Attacks
1 Introduction
1.1 Anonymity Over the Internet
1.2 Onion Routing
1.3 Correlation Attack
2 Literature Survey
3 Our Contribution—Secure Model
3.1 Packet Volume Attacks
3.2 Packet Counting Attacks
4 Conclusion and Future Work
References
Preference-Oriented Group Recommender System
1 Introduction
2 Related Work
3 Proposed Preference-Oriented Group Recommender System (POGRS)
3.1 Calculation of Individual Users’ Preference
3.2 Assignment of Weight Factor
3.3 Computation of Status
4 Experiments
4.1 Dataset Description
4.2 Evaluation Metrics
5 Conclusion and Future Directions
References
Optimal Fuzzy C-Means Algorithm for Brain Image Segmentation
1 Introduction
2 Related Work
3 Proposed Approach
3.1 Initialization of FCM Using ACO
3.2 Clustering Algorithm
4 Experimental Results
5 Conclusion and Future Work
References
A New Image Segmentation Method Using Clustering and Region Merging Techniques
1 Introduction
2 Materials
2.1 Clustering Technique
2.2 Region Merging
3 Results and Discussion
4 Conclusion
References
Forecasting of Nitrogen Dioxide at One Day Ahead Using Nonlinear Autoregressive Neural Network for Environmental Applications
1 Introduction
2 Methodology
2.1 Data Measurement
2.2 Nonlinear Autoregressive Neural Network (NANN)
3 Results and Discussion
4 Conclusion
References
Wearable Arm Robot Steering (WARS) Device for Robotic Arm Control Used in Unmanned Robotic Coconut Tree Climber and Harvester
1 Introduction
2 Related Works
3 System Architecture
3.1 Wearable Arm Robotic Steering (WARS) Device
3.2 IMU_ref and IMU_tracker
3.3 MCU and Input Console
3.4 Orientation Estimation
3.5 Position Estimation
3.6 Workspace Transformation
3.7 Robotic Arm
3.8 System Architecture of ROS
4 Implementation
4.1 WARS Device and Robotic Arm
4.2 WARS Device and Robotic Arm
4.3 ROS Implementation
5 Experiments and Results
5.1 Reaction Time Calculations
6 Discussion
7 Conclusion
References
Author Index
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