Machine Learning, Advances in Computing, Renewable Energy and Communication: Proceedings of MARC 2020 PDF
Preview Machine Learning, Advances in Computing, Renewable Energy and Communication: Proceedings of MARC 2020
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 The book series Lecture Notes in Electrical Engineering (LNEE) publishes the latest developments in Electrical Engineering - quickly, informally and in high quality. While original research reported in proceedings and monographs has traditionallyformedthecoreofLNEE,wealsoencourageauthorstosubmitbooks devoted to supporting student education and professional training in the various fieldsandapplicationsareasofelectricalengineering.Theseriescoverclassicaland emergingtopicsconcerning: (cid:129) CommunicationEngineering,InformationTheoryandNetworks (cid:129) ElectronicsEngineeringandMicroelectronics (cid:129) Signal,ImageandSpeechProcessing (cid:129) WirelessandMobileCommunication (cid:129) CircuitsandSystems (cid:129) EnergySystems,PowerElectronicsandElectricalMachines (cid:129) Electro-opticalEngineering (cid:129) InstrumentationEngineering (cid:129) AvionicsEngineering (cid:129) ControlSystems (cid:129) Internet-of-ThingsandCybersecurity (cid:129) BiomedicalDevices,MEMSandNEMS For general information about this book series, comments or suggestions, please [email protected]. To submit a proposal or request further information, please contact the PublishingEditorinyourcountry: China JasmineDou,Editor([email protected]) India,Japan,RestofAsia SwatiMeherishi,EditorialDirector([email protected]) SoutheastAsia,Australia,NewZealand RameshNathPremnath,Editor([email protected]) USA,Canada: MichaelLuby,SeniorEditor([email protected]) AllotherCountries: LeontinaDiCecco,SeniorEditor([email protected]) **ThisseriesisindexedbyEICompendexandScopusdatabases.** Moreinformationaboutthisseriesathttp://www.springer.com/series/7818 · · · 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 ©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicensetoSpringerNature SingaporePteLtd.2022 Thisworkissubjecttocopyright.AllrightsaresolelyandexclusivelylicensedbythePublisher,whether thewholeorpartofthematerialisconcerned,specificallytherightsoftranslation,reprinting,reuse ofillustrations,recitation,broadcasting,reproductiononmicrofilmsorinanyotherphysicalway,and transmissionorinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilar ordissimilarmethodologynowknownorhereafterdeveloped. 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The registered company address is: 152 Beach Road, #21-01/04 Gateway East, Singapore 189721, Singapore 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
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