Intelligent Energy Management Technologies: ICAEM 2019

463 Pages·2021·34.991 MB·English

by  Mohammad Shorif Uddin, Avdhesh Sharma, Kusum Lata Agarwal, Mukesh Saraswat

Algorithms for Intelligent Systems
Series Editors: Jagdish Chand Bansal · Kusum Deep · Atulya K. Nagar
Mohammad Shorif Uddin
Avdhesh Sharma
Kusum Lata Agarwal
Mukesh Saraswat   Editors
Intelligent
Energy
Management
Technologies
ICAEM 2019
Algorithms for Intelligent Systems
Series Editors
Jagdish Chand Bansal, Department of Mathematics, South Asian University,
New Delhi, Delhi, India
KusumDeep,DepartmentofMathematics,IndianInstituteofTechnologyRoorkee,
Roorkee, Uttarakhand, India
Atulya K. Nagar, School of Mathematics, Computer Science and Engineering,
Liverpool Hope University, Liverpool, UK
Thisbookseriespublishesresearchontheanalysisanddevelopmentofalgorithms
for intelligent systems with their applications to various real world problems. It
covers research related to autonomous agents, multi-agent systems, behavioral
modeling, reinforcement learning, game theory, mechanism design, machine
learning, meta-heuristic search, optimization, planning and scheduling, artificial
neural networks, evolutionary computation, swarm intelligence and other algo-
rithms for intelligent systems.
The book series includes recent advancements, modification and applications
of the artificial neural networks, evolutionary computation, swarm intelligence,
artificial immune systems, fuzzy system, autonomous and multi agent systems,
machine learning and other intelligent systems related areas. The material will be
beneficial for the graduate students, post-graduate students as well as the
researchers who want a broader view of advances in algorithms for intelligent
systems. The contents will also be useful to the researchers from other fields who
have no knowledge of the power of intelligent systems, e.g. the researchers in the
field of bioinformatics, biochemists, mechanical and chemical engineers,
economists, musicians and medical practitioners.
The series publishes monographs, edited volumes, advanced textbooks and
selected proceedings.
More information about this series at http://www.springer.com/series/16171
Mohammad Shorif Uddin Avdhesh Sharma
(cid:129) (cid:129)
Kusum Lata Agarwal Mukesh Saraswat
(cid:129)
Editors
Intelligent Energy
Management Technologies
ICAEM 2019
123
Editors
Mohammad Shorif Uddin Avdhesh Sharma
Department ofComputer Science Department ofElectrical Engineering
andEngineering MBMEngineering College
Jahangirnagar University Jodhpur, India
Dhaka,Bangladesh
MukeshSaraswat
KusumLata Agarwal JaypeeInstitute ofInformation Technology
Department ofElectrical Engineering Noida, India
JodhpurInstitute of Engineering
andTechnology
Jodhpur, India
ISSN 2524-7565 ISSN 2524-7573 (electronic)
Algorithms for Intelligent Systems
ISBN978-981-15-8819-8 ISBN978-981-15-8820-4 (eBook)
https://doi.org/10.1007/978-981-15-8820-4
©SpringerNatureSingaporePteLtd.2021
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Preface
Twenty-first century is the transition from fossil-fuel-based energy to renewable
energy,andafterMontrealandKyotoProtocol,theworldisinclinedtowardrenew-
ableenergysources.Intelligentenergymanagementtechnologiesarenowappearing
verycost-effectivecomparedtotheprojectedhighcostoffossilfuels.Inthiscontext,
numerous intelligent control schemes are proposed for developing smart energy
managementsystems.Withthisbackground,theideaoftheInternationalConference
onAdvancesinEnergyManagementSystem(ICAEM2019)isconceivedtodevelop
a platform for networking; disseminating; and exchanging challenges, ideas, con-
cepts,andresultsamongtheresearchersfromacademiaandindustry.
This book contains the good-quality research papers as the proceedings of this
International Conference on Advances in Energy Management System (ICAEM
2019).ICAEM2019hasbeenjointlyorganizedbytheRajasthanTechnicalUniversity
(RTU),Kota,andJodhpurInstituteofEngineeringandTechnology(JIET),Jodhpur,
Rajasthan,India.ItwasheldonDecember20–21,2019atJIET,Jodhpur,Rajasthan,
India.Theconferencefocusedontheapplicationofartificialintelligence,softcom-
puting,optimization,machinelearning,intelligentsoftware,datascience,datasecu-
rity,andbigdataanalyticsonadvancedenergymanagementsystems.
We have tried our best to enrich the quality of the ICAEM 2019 through a
stringent and careful peer-review process. ICAEM 2019 received 132 papers on
four conference tracks. Among these 65 papers were selected through the
peer-review process for presentation during the conference. However, the final
proceedings contain only 38 papers after careful editorial reviewing.
The book presents the intelligent computing research results in reliable power
systems, power quality, smart grids, energy management, conversion techniques,
energyeconomics,etc.Webelievethatthisbookservesasareferencematerialfor
advanced research in the field of energy management.
Dhaka, Bangladesh Mohammad Shorif Uddin
Jodhpur, India Avdhesh Sharma
Jodhpur, India Kusum Lata Agarwal
Noida, India Mukesh Saraswat
v
Contents
1 Solar PV-Based Electric Vehicle Charging System
with Power Backup. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1
Utkarsh Gupta, D. K. Yadav, and Dheeraj Panchauli
2 A Survey of Energy Theft Detection Approaches
in Smart Meters . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9
Divam Lehri and Arjun Choudhary
3 RenewableEnergyConversion:SustainableEnergyDevelopment
and Efficiency Enhancement of Solar Panels: A Review. . . . . . . . . 25
Bhavik J. Pandya, Megha C. Karia, and Kamlesh B. Sangani
4 Evaluation of Thermal Degradation Behavior
of Cardboard Waste. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 45
Samit Kumar Singh and Sadanand A. Namjoshi
5 Wavelength Optimization in Gigabit Passive Optical Network
by Proposed Quad Play Architecture . . . . . . . . . . . . . . . . . . . . . . . 53
Md. Hayder Ali and Mohammad Hanif Ali
6 A Priority-Based Deficit Weighted Round Robin Queuing
for Dynamic Bandwidth Allocation Algorithm in Gigabit
Passive Optical Network. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 65
Md. Hayder Ali and Mohammad Hanif Ali
7 Protection of Six-Phase Transmission Line Using Demeyer
Wavelet Transform. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 73
Gaurav Kapoor
8 Analysis of Voltage Sag and Swell Problems Using Fuzzy Logic
for Power Quality Progress in Reliable Power System . . . . . . . . . . 85
Ankit Tandon and Amit Singhal
vii
viii Contents
9 Vehicle Detection and Its Speed Measurement . . . . . . . . . . . . . . . . 95
Morium Akter, Jannatul Ferdous, Mahmuda Najnin Eva,
Sumaita Binte Shorif, Sk. Fahmida Islam,
and Mohammad Shorif Uddin
10 Fuel Cells as Naval Prime Movers: Feasibility, Advances
and Implications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 101
Akshat Mathur and Sushma Dave
11 Overview of Eco-Friendly Construction Materials . . . . . . . . . . . . . 111
Nidhi Sharma and Aashish Kumar Jha
12 Protection of Nine-Phase Transmission Line Using
Biorthogonal-2.2 Wavelet Transform . . . . . . . . . . . . . . . . . . . . . . . 119
Gaurav Kapoor
13 An Intelligent Hybrid Model for Forecasting of Heart
and Diabetes Diseases with SMO and ANN . . . . . . . . . . . . . . . . . . 133
Shalini, Pawan Kumar Saini, and Yatendra Mohan Sharma
14 Power Quality Assessment of Solar PV Standalone System
Using Various DC-DC Converters . . . . . . . . . . . . . . . . . . . . . . . . . 139
Surbhi Shringi, Santosh Kumar Sharma, and Utkarsh Gupta
15 Coordinated Control of UPFC-Based Damping Controller
with PID for Power System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 149
Amit Singhal and Ankit Tandon
16 Computational Neuroscience and Its Applications: A Review. . . . . 159
Aisha Jangid, Laxmi Chaudhary, and Komal Sharma
17 Optimization of Band Notch Characteristic in Ultra-Wideband
Microstrip Patch Antenna for Wireless Power Transfer. . . . . . . . . 171
Ashish Mathur, Geetika Mathur, and Abhijit kulshrestha
18 ExperimentalInvestigationforEnergy-ConsciousWeldingBased
on Artificial Neural Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 181
Sudeep Kumar Singh, Suvam Sourav Swain, Amit Kumar,
Prashanjeet Patra, Nitesh Kumar, and A. M. Mohanty
19 Detection of GSM Signal Using Energy Detection and Matched
Filter-Based Techniques . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 191
Bablu Kumar Singh and Sanjay Bhandari
20 Simulation of Performance Characteristics of Different
PV Materials. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 199
Harish Kumar Khyani and Jayashri Vajpai
21 Stabilization Analysis of Clay Soil by Using Waste
Tile Particles. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 209
Saraswati Chand Dhariwal and Rajat Mangal
Contents ix
22 Renewable Energy as Biofuel from Mirabilis Jalapa Seed Oil . . . . 219
Akleshwar Mathur and Harish Kumar Khyani
23 A Comparative Study of Various Approaches to Lossy Image
Compression Process . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 227
Nitesh Agarwal and Rajendra Purohit
24 Practical Design Considerations of DC/DC Converter Used
in MPPT for Solar PV Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . 251
Kusum Lata Agarwal and Dhanraj
25 MachineLearning-BasedSolarEnergyForecasting:Implications
on Grid and Power Market . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 267
Chandershekhar Singh and Ajay Kushwaha
26 Performance Comparison of Minimum Shift Keying
andGaussianMinimumShiftKeyinginAdditiveWhiteGaussian
Noise Environment . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 277
Bablu Kumar Singh and Supriya Vyas
27 MATLAB-Based Comparative Analysis of Alternative
PV Models . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 285
Khamma Kanwar and Jayashri Vajpai
28 Nuclear Fusion: Energy of Future . . . . . . . . . . . . . . . . . . . . . . . . . 295
Jayesh Nehiwal, Harish Kumar Khyani, Shrawan Ram Patel,
and Chandershekhar Singh
29 Medical Image Processing Using Soft Computing Techniques
and Mathematical Morphology. . . . . . . . . . . . . . . . . . . . . . . . . . . . 303
Pratik Bhansali and Sandip Mehta
30 Analysis of Hotspot Development in Power Transformer
and Its Life Estimation. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 319
Vinit Mehta and Jayashri Vajpai
31 Photovoltaic Module Cleaning Prediction Using Deep
Neural Networks. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 335
Kapil Panwar, Aditya Jindal, and Kusum Lata Agarwal
32 Optimal Controller Design for DC–DC Buck Converter. . . . . . . . . 343
Shubham Sharma and Kusum Lata Agarwal
33 Comparative Analysis of Different Maximum Power Point
Techniques for Solar Photovoltaic Systems. . . . . . . . . . . . . . . . . . . 357
Shyam Lal Vishnoi and Kusumlata Agarwal
34 MATLAB/Simulink-Based Tracking of Maximum Power Point
in a Generalized Photovoltaic Module by Using DC-DC
Boost Converter . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 381
Yogesh Joshi and Vinit Mehta
x Contents
35 Design and Simulation of MPPT-Operated DC-DC Flyback
Converter Used for Solar Photovoltaic System . . . . . . . . . . . . . . . . 397
Ranjana Choudhary and Shrawan Ram Patel
36 To Improve Power Transfer Capacity Using TCSC FACTS
Controller. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 409
Kishore Singh Gehlot and Shrawan Ram
37 Stockwell Transform and Hilbert Transform Based Hybrid
Algorithm for Recognition of Power Quality Disturbances. . . . . . . 425
Ramesh Aseri and Ashwani Kumar Joshi
38 Detection and Classification of Transmission Line Faults Using
Combined Features of Stockwell Transform, Hilbert Transform,
and Wigner Distribution Function . . . . . . . . . . . . . . . . . . . . . . . . . 449
Tanmay Bhati and Harish Kumar Khyani
Author Index.. .... .... .... ..... .... .... .... .... .... ..... .... 469