Machine Learning, Advances in Computing, Renewable Energy and Communication: Proceedings of MARC 2020

650 Pages·2021·16.12 MB·English

by  Anuradha Tomar (editor), Hasmat Malik (editor), Pramod Kumar (editor), Atif Iqbal (editor)

Lecture Notes in Electrical Engineering 768
Anuradha Tomar
Hasmat Malik
Pramod Kumar
Atif Iqbal   Editors
Machine Learning,
Advances in
Computing,
Renewable Energy
and Communication
Proceedings of MARC 2020
Lecture Notes in Electrical Engineering
Volume 768
SeriesEditors
LeopoldoAngrisani,DepartmentofElectricalandInformationTechnologiesEngineering,UniversityofNapoli
FedericoII,Naples,Italy
MarcoArteaga,DepartamentdeControlyRobótica,UniversidadNacionalAutónomadeMéxico,Coyoacán,
Mexico
BijayaKetanPanigrahi,ElectricalEngineering,IndianInstituteofTechnologyDelhi,NewDelhi,Delhi,India
SamarjitChakraborty,FakultätfürElektrotechnikundInformationstechnik,TUMünchen,Munich,Germany
JimingChen,ZhejiangUniversity,Hangzhou,Zhejiang,China
ShanbenChen,MaterialsScienceandEngineering,ShanghaiJiaoTongUniversity,Shanghai,China
TanKayChen,DepartmentofElectricalandComputerEngineering,NationalUniversityofSingapore,
Singapore,Singapore
RüdigerDillmann,HumanoidsandIntelligentSystemsLaboratory,KarlsruheInstituteforTechnology,
Karlsruhe,Germany
HaibinDuan,BeijingUniversityofAeronauticsandAstronautics,Beijing,China
GianluigiFerrari,UniversitàdiParma,Parma,Italy
ManuelFerre,CentreforAutomationandRoboticsCAR(UPM-CSIC),UniversidadPolitécnicadeMadrid,
Madrid,Spain
SandraHirche,DepartmentofElectricalEngineeringandInformationScience,TechnischeUniversität
München,Munich,Germany
FaryarJabbari,DepartmentofMechanicalandAerospaceEngineering,UniversityofCalifornia,Irvine,CA,
USA
LiminJia,StateKeyLaboratoryofRailTrafficControlandSafety,BeijingJiaotongUniversity,Beijing,China
JanuszKacprzyk,SystemsResearchInstitute,PolishAcademyofSciences,Warsaw,Poland
AlaaKhamis,GermanUniversityinEgyptElTagamoaElKhames,NewCairoCity,Egypt
TorstenKroeger,StanfordUniversity,Stanford,CA,USA
YongLi,HunanUniversity,Changsha,Hunan,China
QilianLiang,DepartmentofElectricalEngineering,UniversityofTexasatArlington,Arlington,TX,USA
FerranMartín,Departamentd’EnginyeriaElectrònica,UniversitatAutònomadeBarcelona,Bellaterra,
Barcelona,Spain
TanCherMing,CollegeofEngineering,NanyangTechnologicalUniversity,Singapore,Singapore
WolfgangMinker,InstituteofInformationTechnology,UniversityofUlm,Ulm,Germany
PradeepMisra,DepartmentofElectricalEngineering,WrightStateUniversity,Dayton,OH,USA
SebastianMöller,QualityandUsabilityLaboratory,TUBerlin,Berlin,Germany
SubhasMukhopadhyay,SchoolofEngineering&AdvancedTechnology,MasseyUniversity,
PalmerstonNorth,Manawatu-Wanganui,NewZealand
Cun-ZhengNing,ElectricalEngineering,ArizonaStateUniversity,Tempe,AZ,USA
ToyoakiNishida,GraduateSchoolofInformatics,KyotoUniversity,Kyoto,Japan
FedericaPascucci,DipartimentodiIngegneria,UniversitàdegliStudi“RomaTre”,Rome,Italy
YongQin,StateKeyLaboratoryofRailTrafficControlandSafety,BeijingJiaotongUniversity,Beijing,China
GanWoonSeng,SchoolofElectrical&ElectronicEngineering,NanyangTechnologicalUniversity,
Singapore,Singapore
JoachimSpeidel,InstituteofTelecommunications,UniversitätStuttgart,Stuttgart,Germany
GermanoVeiga,CampusdaFEUP,INESCPorto,Porto,Portugal
HaitaoWu,AcademyofOpto-electronics,ChineseAcademyofSciences,Beijing,China
JunjieJamesZhang,Charlotte,NC,USA
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· · ·
Anuradha Tomar Hasmat Malik Pramod Kumar
Atif Iqbal
Editors
Machine Learning, Advances
in Computing, Renewable
Energy and Communication
Proceedings of MARC 2020
Editors
AnuradhaTomar HasmatMalik
ElectricalEngineeringGroup BEARS
EindhovenUniversityofTechnology UniversityTown
Eindhoven,TheNetherlands NUSCampus
Singapore,Singapore
PramodKumar
DepartmentofComputerScience AtifIqbal
andEngineering DepartmentofElectricalEngineering
KrishnaEngineeringCollege QatarUniversity
Ghaziabad,India Doha,Qatar
ISSN1876-1100 ISSN1876-1119 (electronic)
LectureNotesinElectricalEngineering
ISBN978-981-16-2353-0 ISBN978-981-16-2354-7 (eBook)
https://doi.org/10.1007/978-981-16-2354-7
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Preface
The papers presented at the 2nd International Conference on Machine Learning,
AdvancesinComputing,RenewableEnergyandcommunication(MARC2020)held
at Krishna Engineering College in Ghaziabad, Uttar Pradesh, India, on December
17 and 18, 2020, are compiled in this volume. The International Conference on
Machine Learning, Advances in Computing, Renewable Energy and communica-
tion focuses on advanced research in the area of electrical and computer science
engineeringandwillprovideaforumforsharinginsights,experiencesandinterac-
tiononvariousfactsofevolvingtechnologiesandpatternsrelatedtotheseareas.The
objective of MARC 2020 is to provide a platform for leading academic scientists,
researchers,scholarsandstudentstogettogethertosharetheirresultsandcompare
notes on their research discovery in the development of electrical engineering and
high-performancecomputing.Numerousparticipantsattendedtheconference,made
technicalpresentationsandindulgedinvarioustechnicaldiscussions.Thenumberof
paperspublishedinthisvolumeandthenumberofunpublishedpresentationsatthe
conferenceindicatetheevidenceofgrowinginterestamongstudents,researchersand
teachersinmanufacturingandadvancedcomputing.Morethan300researchpapers
weresubmitted,outofwhich57wereacceptedandpresented.
WewouldliketoextendoursinceregratitudetoSpringerLNEEforgivingKrishna
Engineering College the opportunity and the platform to organize this conference
whichhelpedinreachingouttoeminentscholarsandfellowresearchersinthefield
of electrical and computer science engineering and helping them in widening the
areasofthesubject.
Wethankallthecontributorsofthisbookfortheirvaluableeffortinproducing
high-class literature for research community. We are sincerely thankful to the
reviewerstoprovideallthereviews/comments/suggestionsinashortperiodoftime.
Weexpresssinceregratitudetoourpatrons,Dr.SandeepTiwari,KrishnaEngi-
neeringCollege,Ghaziabad,andDr.SukumarMishra,IITDelhi,fortheirmotiva-
tion and support in hosting MARC 2020. Our sincere thanks and appreciation to
our General Chairs, Dr. Bijaya Ketan Panigrahi, IIT Delhi, and Dr. Dugesh Pant,
USAC&USERC,Dehradun,India,fortheirsolidsupportblendedwithencourage-
mentandincomparablemotivationstoachievetheremarkablemilestone.Wewishto
v
vi Preface
acknowledgeourgratitudetoProgramChairs,Dr.YogRajSood,NITHamirpur,and
Dr.SudeepTanwar,NirmaUniversity,Ahmedabad,tosetthetoneoftheconference
atthehigherlaunch.Wesincerelyacknowledgeallthekeynotespeakersfordissem-
inatingyourknowledge,experienceandthoughts.Weexpressoursinceregratitude
to the Management of Krishna Engineering College, Conference Executive Chair,
Publication Chair and Technical Committee Members for their kind support and
motivation.
Wewishtothankourcolleaguesandfriendsfortheirinsightandhelpfuldiscus-
sion during the production of this book. We would like to highlight the contribu-
tion,suggestionandmotivationofProf.ImtiazAshraf,AligarhMuslimUniversity,
India; Prof. M. S. Jamil Asghar, Aligarh Muslim University, India; Prof. Salman
Hameed,AligarhMuslimUniversity,India;Prof.A.H.Bhat,NITSrinagar,India;
Prof.KouzouAbdellah,DjelfaUniversity,Algeria;Prof.JaroslawGuzinski,Gdansk
UniversityofTechnology;Prof.AkhtarKalam,VictoriaUniversityofTechnology,
Australia;Prof.MairajUdDinMufti,NITSrinagar,India;Prof.MajidJamil,JMI,
India;Prof.A.P.Mittal,NSUTDelhi,India;ProfR.KJarial,NITHamirpur(HP),
India; Prof. Rajesh Kumar, GGSIPU, India; Prof. Anand Parey, IIT Indore, India;
andProfYogeshPandya,PIEMRIndore,India.
Wewouldliketoexpressourgratitudetoourfamilymembersfortheirloveand
affectionandfortheirintensefeelingofdeepaffection.
Woodlands,Singapore/Delhi,India Dr.HasmatMalik
JSS,NoidaIndia Dr.AnuradhaTomar
KEC,Ghaziabad,India Dr.PramodKumar
Doha,Qatar Prof.AtifIqbal
Contents
Control Plane Systems Tracing and Debugging—Existing
ProblemsandProposedSolution .................................... 1
GlebPeregud,MariaGanzha,andMarcinPaprzycki
DistributionExpansionPlanninginaDeregulatedEnvironment ....... 13
AbhilashaPawar,R.K.Viral,andAnupritaMishra
Density-BasedRemoteOverrideTrafficControlSystem ............... 25
GunjanVarshney,AnshikaJaiswal,UditMittal,AbhilashaPawar,
andSatyajeet
ReactivePowerPricingFrameworkinMaharashtra .................. 35
ShefaliTripathi,D.Saxena,RajeevKumarChauhan,andAnantSant
DesignOptimization of Solar Thermal Energy Storage Tank:
UsingtheStratificationCoefficient .................................. 49
JasmeetKalra,RajeshPant,PankajNegi,Vijaykumar,ShivaniPant,
andSandeepTiwari
Investigation of Hydro Energy Potential and Its Challenges
inHimalayanState:Uttarakhand ................................... 57
RajeshPant,Jasmeetkalra,PankajNegi,ShivaniPant,andSandeepTiwari
BigDataPreprocessingPhaseinEngenderingQualityData ........... 65
BinaKotiyalandHemanPathak
Performance Evaluation of Sliding Mode Control
forUnderactuatedSystemsBasedonDecouplingAlgorithm ........... 75
AjitKumarSharmaandBharatBhushan
FuzzyLogic-BasedRange-FreeLocalizationinWSN ................. 89
JigyasaChadhaandAartiJain
AnalysisofAlgorithmsinMedicalImageProcessing .................. 99
Tina,SanjayKumarDubey,AshutoshKumarBhatt,andMamataMittal
vii
viii Contents
TechnoeconomicFeasibilityandSensitivityAnalysisofOff-Grid
HybridEnergySystem ............................................. 113
SumitSharma,YogRajSood,andAnkurMaheshwari
AnalysisoftheImpactofACFaultsandDCFaultsontheHVDC
TransmissionLine ................................................. 123
DeepakSingh,D.Saxena,andRajeevKumarChauhan
Improving QoS of Cloudlet Scheduling via Effective Particle
SwarmModel ..................................................... 137
AnkitTomar, BhaskarPant, VikasTripathi, KamalKantVerma,
andSaurabhMishra
PerformanceEvaluationofHHOOptimizedModelPredictive
ControllerforAVRSystemandItsComparisonwithConventional
Controllers ....................................................... 151
VineetKumar,VeenaSharma,andVineetKumar
Squared Error Autocorrelation-Based VSS-LMS Control
AlgorithmforGrid-IntegratedSolarPhotovoltaicSystem ............. 161
ShreyaChaudhary,RachanaGarg,andM.Rizwan
OptimalPowerFlowandItsVindicationinDeregulatedPower
Sector ............................................................ 173
AnkurMaheshwari,YogRajSood,SumitSharma,andNaveenKumarSharma
Distribution Automation and Energy Management System
inSmartGrid ..................................................... 183
DevkiNandanGupta,AbhishekSharma,andDeepakVerma
OptimalPlanningofGreenHybridMicrogridinPowerIndustry ...... 195
NaveenKumarSharma, SumitSharma, YogRajSood,
AnkurMaheshwari,andAnujBanshwar
OpenAccessSame-TimeInformationSystem(OASIS)ofNewYork .... 205
ChandranshSinghandYogRajSood
Open-AccessSame-TimeInformationSystem:ExtendedtoIndian
PowerMarket ..................................................... 219
NiveditaSinghandYogRajSood
EnhancingSecurityUsingQuantumComputing(ESUQC) ............ 227
MritunjayShallPeelamandRahulJohari
DeviationSettlementMechanismandItsImplementationinIndian
ElectricityGrid ................................................... 237
BhartiKoul,KanwardeepSingh,andY.S.Brar
Integration of Battery Charging and Swapping Using
Metaheuristics:AReview .......................................... 247
NehaRaj,ManikantaSuri,andK.Deepa
Contents ix
A Study of iOS Machine Learning and Artificial Intelligence
FrameworksandLibrariesforCottonPlantDiseaseDetection ......... 259
SandeepKumar,RajeevRatan,andJ.V.Desai
Effect of Loss Functions on Language Models in Question
Answering-BasedGenerativeChat-Bots ............................. 271
P.Hemant,PramodKumar,andC.R.Nirmala
Shunt Active Power Filter Based on Synchronous Reference
FrameTheoryConnectedtoSPVforPowerQualityEnrichment ...... 281
DinanathPrasad,NarendraKumar,andRakhiSharma
ModelingandImplementationofStatechartforMPPTControl
ofPhotovoltaicSysteminFPGA .................................... 293
VenkatPankajLahariMolleti, RamasudhaKasibhatla,
andVijayasanthiRajamahanthi
The Economic Viability of Battery Storage: Revenue
fromArbitrageOpportunityinIndianElectricityExchange(IEX)
andNYISO ....................................................... 305
AsifNazarandNaquiAnwer
ATechniquetoDetectFakeNewsUsingMachineLearning ............ 315
PriteeYadavandMuzammilHasan
Efficiency Improvement for Regenerative Braking System
foraVehicularModelUsingSupercapacitor ......................... 327
SangeetaSingh, KushagraPaniTiwari, AnanyaShahi,
MarutNandanSingh,andShivamTripathi
Formulation of C++ program for Quine–McCluskey Method
ofBooleanFunctionMinimization .................................. 341
MayankJoshi, SandeepKumarSunori, NaveenTewari,
SudhanshuMaurya,MayankJoshi,andPradeepKumarJuneja
SurveyofSecurityIssuesinCyber-PhysicalSystems .................. 347
AdityaTandon
ADetailedAnalysisofAdaptiveKernelDensity-BasedOutlier
DetectioninVolatileTimeSeries .................................... 359
KumarGauravRanjanandB.RajanarayanPrusty
VehicleHealthMonitoringSystemUsingIoT ......................... 371
Sharmila,AnnuBhardwaj,MadhuBala,PriyankaMishra,Lavita,
andJanviGautam
AnalyzingtheAttacksonBlockchainTechnologies ................... 379
VinayKumarVatsandRahulKatarya