Computing Algorithms with Applications in Engineering

Name: Computing Algorithms with Applications in Engineering | Proceedings of ICCAEEE 2019
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Proceedings of ICCAEEE 2019

V. K. Giri Nishchal K. Verma R. K. Patel V. P. Singh(Editor)

Springer (Publisher)

1st Edition

Published on 2. March 2020

XV, 464 pages

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978-981-15-2369-4 (ISBN)

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Dr. V K Giri obtained his B.E. (Electrical) degree from REC (presently SVNIT), Surat, Gujrat, in 1988, M.E. (Measurement and Instrumentation) Hons. degree from University of Roorkee in 1997 and Ph.D. degree from Indian Institute of Technology Roorkee, in 2003. He joined the Electrical Engineering Department of Madan Mohan Malviya University of Technology, Gorakhpur, U.P. (formerly, M.M.M Engineering College, Gorakhpur,) in 1989 as lecturer. He holds the position of Professor in the same department since 2008 and currently working as Director in Rajkiya Engineering College, Sonbhadra, since 2016. He has published more than 110 research papers, guided 21 PG students, and supervised 03 Ph.D. & is supervising 04 Ph.D. book. He has received many awards including "The Corps of Engineers Prize", i.e. best paper award from the Institution of Engineers (India) in 23rd Indian Engineering Congress in year 2008. He was elected as Fellow of the Institution of Engineers (I), Institution of Electronics and Telecommunication Engineers (IETE), and is a member of many professional bodies such as life member ISTE, member IEE and member CSI. He is reviewer of several international and national journals. He has been the member of advisory and technical committee of many international and national conferences. He has been the Member of Board of Governor, MMMEC and Chairman/Member of BOS of different Institutes/Universities. Apart from the academics, he had been holding almost all the possible positions of any technical Institutes/Universities. He has also undertaken large number of consultancy, testing & sponsored projects from industries and government departments. His research interests include digital signal processing, measurement and instrumentation, biomedical instrumentation, ECG data compression, telemedicine and health monitoring of rotating machines. Dr. Nishchal K Verma (SM'13) is Professor, Department of Electrical Engineering and Inter-disciplinary Program in Cognitive Science, Indian Institute of Technology Kanpur, India. He obtained his Ph.D. in Electrical Engineering from Indian Institute of Technology Delhi, India. He is an awardee of Devendra Shukla Young Faculty Research Fellowship by Indian Institute of Technology Kanpur, India, for year 2013-16. His research interests include big data analysis, deep learning of neural and fuzzy networks, machine learning algorithms, computational intelligence, computer vision, brain-computer/machine interface, intelligent informatics, soft computing in modelling and control, Internet of Things/ cyber-physical systems, cognitive science and intelligent fault diagnosis systems, prognosis and health management. He has authored more than 200 research papers.
Dr. Verma is an IETE Fellow. He is currently serving as Guest Editor of the IEEE Access Special Section "Advance in Prognostics and System Health Management", an Editor of the IETE Technical ReviewJournal, an Associate Editor of the IEEE Transactions on Neural Networks and Learning Systems, an Associate Editor of the IEEE Computational Intelligence Magazine, an Associate Editor of the Transactions of the Institute of Measurement and Control, U.K., and Editorial Board Member for several journals and conferences. Dr. R. K. Patel is working as an Assistant Professor, Department of Electrical Engineering, Rajkiya Engineering College, Sonbhadra. He obtained his M.Tech. from NIT Hamirpur (H.P.) in Condition Monitoring Control and Protection of Electrical Apparatus and received Director's Medal for M.Tech. degree in year 2013. Dr. Patel obtained his Ph.D. from AKTU, Lucknow, in Electrical Engineering. He received "SHRESTHA SHIKSHAK PURASKAR-2007" on Teachers' Day, by Vice-Chairman of Sharda Group Institution. He also received best paper award in IEEE Students' Conference on Engineering and Systems (SCES -2012) MNNIT Allahabad, Prayagraj, and best paper award on Research Scholar Day 30th March, 2015, at MMMUT, Gorakhpur. His research interests include condition monitoring and fault diagnosis of electrical machines, structure health monitoring, prognosis and health management. He has authored 12 research papers and 7 conference papers. He is having total 10 years teaching experience at UG level. Dr. V. P. Singh is working as an Assistant Professor, Department of Electrical Engineering, Rajkiya Engineering College, Sonbhadra. He obtained his M.Tech. and Ph.D. in Electrical Engineering from MNNIT Allahabad, Prayagraj, India. He has total teaching experience 08 years at UG level and research experience 03 years. His research interests include smart grid, renewable energy resources, distributed generation system, multi-agent system, power system and load frequency control. He has authored 09 SCI research papers published in high impact factor journals and 10 international conference papers. Presently, Dr. Singh is guiding 2 Ph.D. students. He chaired a session in IEEE ISGT ASIA-2015, Thailand, Bangkok. He is regular reviewer of IEEE Transaction on Energy Conversion, IEEE Transaction on Industrial Informatics, IEEE Systems Journals, IET, Generation Transmission and Distribution, Electric Power System and Research and Electrical Energy and Power System. Dr. Singh has delivered many expert talks in various reputed institutions in Faculty development program and conference in India.

Content

Intro
Preface
Acknowledgements
Contents
About the Editors
I Computational Intelligence and Smart Computing Technology
1 Reduction of Discrete Interval System Using Mixed Approach
1 Introduction
2 Conceptualization Towards the Problem
3 Time Moments of the Interval Systems
4 Direct Truncation Method
5 Test Case
6 Conclusions
References
2 Techno-economic Analysis of Partially Shaded PV Plant: An Application of Artificial Intelligence-Based Software
1 Introduction
2 Plant Description
3 Software Result and Discussion
3.1 Electricity Generation
3.2 Performance Ratio
3.3 Electricity Generation
4 Conclusions
References
3 An Assessment of Cloud Computing and Mobile Cloud Computing in E-Learning
1 Introduction
2 Methodology
3 Outcomes Based on the Review
3.1 Collaborative E-Learning Issues
3.2 Mobile Cloud-Based Content Delivery Model Issues
3.3 Learning Platform Issues
4 Expected Impacts on Academics/Industry
5 Conclusions
References
4 Modern Optical Data Centers: Design Challenges and Issues
1 Introduction
1.1 Motivation
1.2 Related Work: Optical Switches and Buffer Designs
1.3 Research Contributions
1.4 Organization of the Paper
2 Notable Switch Designs
2.1 DOS: Datacenter Optical Switch
2.2 Helios: Hybrid Electrical/Optical Switch
2.3 WDM-PON: WDM-Passive Optical Network
2.4 REACToR: Hybrid Switch
3 Recent Proposed All-Optical Switch (AOS) Designs
4 Challenges in Data Centers
4.1 Scalability
4.2 Energy Efficiency
4.3 Space Management
5 Conclusions and Future Work
References
5 TOO-MUCH: Testing Online Over MNNIT Unified Coding Hub
1 Introduction
2 Related Work
3 Proposed Work
3.1 Software Functionalities
3.2 Implementation Details
3.3 Code Evaluation Through Online Judge Engine
4 Testing and Results
5 Conclusion and Future Work
References
6 An Overview of Quality of Service with Load Balancing in Cloud Computing Environment
1 Introduction
2 Cloud Computing Overview
2.1 Layers and Services of Cloud Computing
2.2 Deployment of Cloud Computing
3 Related Work
4 Quality of Services
5 Challenges of CCN in Achieving QOS
5.1 QOS Parameters
5.2 QOS Methods Analysis
5.3 Scheduling
5.4 Admission Control
5.5 Monitoring
5.6 Resource Allocation
6 Conclusions
References
7 An Overview of Neuro-Fuzzy-Based DTC for Matrix Converter-Fed PMSM Drives
1 Introduction
1.1 Permanent Magnet Synchronous Motor (PMSM)
1.2 Matrix Converter
2 Mathematical Modeling of PMSM & MC
2.1 PMSM Model
3 Conventional Approach of DTC for MC
4 Role of Fuzzy Logic Control
4.1 Fuzzy Sliding Mode Control (FSMC)
4.2 Adaptive Network-Based Fuzzy Inference System (ANFIS)
5 Comparison
6 Conclusions
References
8 Switching of Solar PV Fed Cascaded H-Bridge Multilevel Inverter from Grid Connected to Islanding Mode and Its Control
1 Introduction
2 Control Technique Used
3 Simulation Result
3.1 Grid-Connected Mode
3.2 Switching from Islanding Mode to Grid-Connected Mode with Voltage Control
4 Conclusions
References
9 Realization of New Third-Order Sinusoidal Oscillator Based on OTRA
1 Introduction
2 Proposed Configuration
2.1 Complete MOS-C Implementation
3 Non-ideal Analysis
4 Sensitivity Calculations
5 PSPICE Simulation Results
6 Conclusions
References
10 Comparative Analysis of Wavelet and OFDM-Based Systems
1 Introduction
2 CE-OFDM System
2.1 Wavelet-Based System
2.2 Continuous Wavelet Transform
2.3 Discrete Wavelet Transform
3 Simulation Results
4 Conclusion
References
11 Review in Recent Trends on Energy Delivery System and Its Issues in Smart Grid System
1 Introduction
2 Smart Grid Technologies
2.1 Self-healing Control Strategies
2.2 Data Integration for Smart Fault Location
3 Communication Infrastructure in Smart Grid
4 Challenges in Establishing Smart Fault Control System
5 Integration of Renewable Energy Generation in Smart Energy Delivery System
6 Conclusion
References
12 A Performance Comparison of Segmentation Techniques for the Urdu Text
1 Introduction
2 Urdu Language Explication
2.1 Urdu Characters and Assortment
2.2 Diacritics
2.3 Cursiveness
2.4 Context Sensitivity
2.5 Dots' Position and Number
2.6 Diagonality
2.7 Writing Styles
2.8 Overlapping
3 Review and Implemented Approaches
3.1 Projection Method
3.2 Smearing Method
3.3 Edge Information-Based Segmentation Method
4 Experiments and Results
5 Conclusions
References
13 Improvement in Power Quality Using Ultra-Capacitor-Integrated Hybrid-Active Filter for Current Harmonic Mitigation
1 Introduction
2 Model Configurations
3 Control Strategies
3.1 Fryze Power Theory
3.2 Hysteresis Current Controller
4 Results and Analysis
5 Conclusions
References
14 Ambiguity Function Analysis of Polyphase Codes in Pulse Compression Radars
1 Introduction
1.1 Related Work
2 Polyphase Codes
3 Simulations and Results
4 Conclusions
References
15 Early, Demagnetization Diagnosis in Multiphase PMSM Machine by Advanced MCSA Technique
1 Introduction
2 Proposed Five-Phase Machine Setup
3 Time-Domain Analysis
3.1 Healthy Condition
3.2 Demagnetization Diagnosis of Permanent Magnet Synchronous Motor
4 Demagnetization Diagnosis by Advanced MCSA Technique
5 Conclusions
References
16 Color Sensor-Based Object Sorting Robotic Arm
1 Introduction
2 Methodology
2.1 Color Detection
2.2 Frequency Selection
2.3 Flowchart Description
3 Design of Robotic Arm
3.1 Hardware Design
3.2 Simulation
4 Components of the System
4.1 Main Control Unit
4.2 Motor Driver
4.3 Color Sensing Operation
4.4 Hardware Description
4.5 Servo Motor
5 Results and Discussion
6 Future Scope and Conclusion
References
17 A State-of-the-Art Literature Review on Microelectromechanical Systems
1 Introduction
1.1 Micro-machining
1.2 Morphological Analysis
1.3 Smart Materials
1.4 Micro-laser Beam Machining
2 Literature Review
2.1 Inference from the Literature Review
3 Methodology
3.1 Design of Experiment by Taguchi
3.2 Orthogonal Array
3.3 Stepwise Taguchi Methodology
4 Conclusion and Future Scope
References
18 Shunt Active Power Filter (SAPF) Design and Analysis of Harmonics Mitigation in Three-Phase Three-Wire Distribution System
1 Introduction
2 PI Control Scheme
2.1 Reference Current Signal Generation
2.2 Hysteresis Current Controller
3 Description of the Test System Model
3.1 Topology
3.2 Nonlinear Load Modeling
3.3 Inverter Design
4 Design of Shunt Active Power Filter (SAPF)
5 Simulation Results
5.1 For RL-Load
5.2 For Parallel RC Load
6 Conclusions
References
19 All-Optical Combinational Logic Design Based on Optical Amplifier
1 Introduction
2 The Design Presentation
3 Results and Discussion
4 Conclusions
References
20 A Study on Vocal Tract Shape Estimation and Modelling of Vocal Tract
1 Introduction
2 Vocal Tract Shape Estimation Methods
2.1 Inverse Filtering of Acoustic Speech Waveforms
2.2 Using Acoustic Measurements
3 Speech Models
3.1 Mechanical Speech Synthesizer
3.2 An Artificial Larynx Using Transistors
3.3 Electrical Vocal Tract by H.K. Dunn
3.4 Electrical Model of the Vocal Tract Proposed by K. N. Stevens
3.5 An Analogue Integrated Circuit Vocal Tract
4 Conclusions
References
II Intelligent Algorithms for Engineering System
21 Distributed Generation Location Allotment for Optimized Power System Performance
1 Introduction
2 Present Scenario of Distributed Manufacture in India
3 Methodology
3.1 Particle Swarm Optimization
4 Result and Discussion
5 Conclusions
References
22 Application of Firefly Algorithm Optimized Fuzzy 2DOFPID Controller for Diverse-Sourced Multi-area LFC
1 Introduction
2 Proposed System
3 Fuzzy Two-Degree-of-Freedom PID (F2DOFPID) Controller
4 Results and Analysis
4.1 System Dynamics When F2DOFPID, 2DOFPID and PID Controllers Acted as SCs
4.2 Performance of 2DOFPID and F2DOFPID Controllers for Wide Changes in System Conditions
5 Conclusion
References
23 Induction Motor Bearing Fault Classification Using PCA and ANN
1 Introduction
2 Feature Extraction and Selection Methods
3 Principal Component Analysis (PCA)
4 Results and Discussion
4.1 Training, Testing and Validation of ANN with Statistical Parameters on Experimental Data for Scheme 1
4.2 Training and Testing of ANN with Statistical Parameters on Experimental Data for Scheme 2
4.3 Training and Testing of ANN with Reduced Statistical Parameters on Experimental Data of Scheme 1
4.4 Training and Testing of ANN with Reduced Statistical Parameters on Experimental Data of Scheme 2
5 Conclusions
References
24 Fixed Final Time and Fixed Final State Linear Quadratic Optimal Control Problem of Fractional Order Singular System
1 Introduction
2 Mathematical Background
3 Problem Definition and Numerical Scheme
4 Numerical Simulation
5 Conclusions
References
25 Fuzzy Controller for DTC-SVM of Induction Motor Using Sample Reference Phase Voltages
1 Introduction
2 DTC-SVM Model
2.1 Algorithm for DTC-SVM Using Sample Reference Phase Voltages
3 DTC-SVM of Induction Motor with Fuzzy Logic Controller
4 Membership Functions
5 Results
6 Conclusions
References
26 Efficiency and Cost Optimization of Three-? Induction Motor Using Soft Computing Techniques
1 Introduction
2 System Configuration and Mathematical Modelling of the Drive
3 Controller Design
3.1 Artificial Neural Network (ANN) Controller
3.2 Adaptive Neuro-Fuzzy Inference System (ANFIS) Controller
4 Simulation Results of the Model
4.1 Case Study I: At 150 Nm Load Torque and Different Motor Speed at 90 rps, 120 rps, 150 rps and 180 rps
4.2 Case Study II: At 200 Nm Load Torque and Different Motor Speed at 90 rps, 120 rps, 150 rps and 180 rps
5 Result Analysis
6 Conclusion
References
27 Optimal Placement and Sizing of Distributed Generations Using Soft Computing Approach in Radial Distribution Network
1 Introduction
2 Distribution Network
2.1 Distribution Network Power Losses
2.2 Optimization Methods Applied to Distribution Network
3 Problem Formulation
4 Proposed Method
4.1 Particle Swamp Optimization
4.2 Grey Wolf Optimization
5 Results and Analysis
6 Conclusion
References
28 Maiden Application of Hybrid Shuffled Frog-Leaping Algorithm with Pattern Search Algorithm in AGC Studies of a Multi-area System
1 Introduction
2 Study System
3 Tilt-Integral-Derivative with Filter (TIDN) Controller
4 Hybrid Shuffled Frog-Leaping Algorithm with Pattern Search (HSFLA-PS) Technique
4.1 Shuffled Frog-Leaping Algorithm (SFLA)
4.2 Pattern Search (PS) Algorithm
4.3 Hybrid Shuffled Frog-Leaping Algorithm with Pattern Search (HSFLA-PS) Technique
5 Results and Analysis
5.1 Hybrid Shuffled Frog-Leaping Algorithm with Pattern Search (HSFLA-PS) Technique
5.2 Sensitivity Analysis of TIDN Controller with HSFLA-PS Technique
5.3 Dynamic Response and Convergence Characteristics Comparison with Various Algorithms
6 Conclusions
Appendix
References
29 Multi-area AGC System Incorporating GTPP and Coyote Optimized PI Minus DN Controller
1 Introduction
2 System Investigated
3 Proportional-Integral Minus Derivative with Filter (PI-DN) Controller
4 Coyote Optimization Algorithm (COA)
5 Results and Discussions
5.1 System Dynamics with Various Controllers like PID, PIDN and the Proposed PI-DN Controller
5.2 Effect of GTPP
5.3 Sensitivity Analysis of the Proposed PI-DN Controller
6 Conclusion
Appendix
References
30 Interval Modeling of Riverol-Pilipovik Water Treatment Plant and Its Model Order Reduction
1 Introduction
2 The Riverol-Pilipovik Water Treatment Plant
3 Interval Modeling of RP Water Treatment Plant
4 Jaya Algorithm
5 Model Order Reduction
6 Results and Discussion
7 Conclusion
References
31 An Effective and Secure Key Management Protocol for Access Control in Pay-TV Broadcasting Systems Using Theory of Numbers
1 Introduction
2 Related Work
3 Proposed ESKDP Protocol
3.1 Initialization
3.2 Key Distribution
3.3 Key Recovery
3.4 Scrambling and Descrambling of Video Signal
3.5 Member Join
3.6 Member Leave
4 ESKDP Protocol for Multiple Access Control
5 Security and Performance Analysis
5.1 Security Analysis
5.2 Performance Analysis
6 Experimental Results
7 Conclusion
References
32 System Reduced by Using Residue of Pole in Pole Clustering Technique and Differential Method
1 Introduction
2 Problem Formulation
2.1 Pole Clustering Techniques
2.2 Modified Pole Clustering
2.3 Pole Clustering of Residue Method
2.4 Differentiation Method
3 Numerical Example
4 Comparison of Methods
5 Conclusion
References
33 Machine Learning: An Overview of Classification Techniques
1 Introduction
2 Machine Learning Approaches
2.1 Supervised Learning
2.2 Unsupervised Learning
2.3 Semi-supervised Learning
2.4 Reinforcement Learning
3 Classification Techniques
3.1 K-Nearest Neighbor (KNN)
3.2 Decision Tree Classifier (DTC)
3.3 Linear Discriminant Analysis (LDA)
3.4 Support Vector Machine (SVM)
3.5 Naive Bayes Classifier (NBC)
3.6 Random Forest Classifier (RFC)
4 Related Work
5 Methodology
6 Experimental Work and Result Analysis
6.1 Datasets
6.2 Tool Used
6.3 Training the Models
6.4 Model Evaluation and Selection
6.5 Analysis
7 Conclusions
References
34 Upcoming Power Crisis in India-Increasing Electricity Demand
1 Introduction
1.1 Case Study of Energy from Various Sources
1.2 Case Study of Performance of Conventional Generation
2 Case Study of Energy Demand and Supply
3 Comparative Analysis of Various Systems in Terms of Power Usage
3.1 Comparison of Internal Combustion (IC) Engine Car with Electric Vehicles
4 Conclusions
References
35 Performance Analysis of AES, RSA and Hashing Algorithm Using Web Technology
1 Introduction
1.1 Symmetric Encryption
1.2 Asymmetric Key Cryptography
2 Hashing Cryptography
3 Related Work
4 Experimental Platform and Environment
5 Experimental Result and Analysis
6 Conclusion and Future Scope
References
36 A Unified Approach for Outage Analysis of Dual-Hop Decode and Forward Relay Network
1 Introduction
2 Channel Modeling
3 Modeling of Two-Hop Relay System
4 Numerical Results
5 Tracks for Future Work
6 Conclusion
Appendix
References
37 Load Frequency Control of Hybrid Power System Using Soft Computing Approach
1 Introduction
2 System Description
3 ANFIS Controller Design
3.1 Simple Fuzzy Logic Model
3.2 ANFIS Model
4 Controller Design
4.1 Fuzzy Logic Controller (FLC)
4.2 Adaptive Neuro-Fuzzy Controller (ANFC)
5 Simulation Results and Discussion
5.1 Load Demand Change
5.2 Random Solar Insolation
6 Conclusions
References
38 Review and Analysis of Access Control Mechanism for Cloud Data Centres
1 Introduction
2 Significance of Access Control Mechanism in Cloud Environment
3 Access Control Framework for Cloud Environment
4 Types of Access Control Methods
5 Literature Survey
6 Reputation and Attribute-Based Access Control (RAAC)
6.1 Basic Design of Reputation and Attribute-Based Access Control Model
6.2 Modified Reputation and Attribute-Based Access Control System (M-RAACS)
7 Conclusion
References
39 Design and Analysis of Low-Noise Amplifier for Ku-Band Applications
1 Introduction
2 LNA Parameters
2.1 Noise Figure
2.2 Harmonic Distortion and Intermodulation
2.3 RF Transistor
2.4 Transistor Biasing
2.5 Stability Analysis
3 Design Methodology of LNA
3.1 DC Bias Circuit Design
3.2 Stabilization Network
3.3 DC Filtering and RF Choke
3.4 Constant Gain and NF Circles
3.5 Input and Output Matching Networks
3.6 Simulation Results
4 Conclusion
References

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Computing Algorithms with Applications in Engineering

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