Smart and Intelligent Systems: Proceedings of SIS 2021 (Algorithms for Intelligent Systems)

589 Pages·2021·24.27 MB·English

by  Subhojit Dawn (editor), Kedar Nath Das (editor), Rammohan Mallipeddi (editor), Debi Prasanna Acharjya (editor)

Algorithms for Intelligent Systems
Series Editors: Jagdish Chand Bansal · Kusum Deep · Atulya K. Nagar
Subhojit Dawn
Kedar Nath Das
Rammohan Mallipeddi
Debi Prasanna Acharjya   Editors
Smart and
Intelligent
Systems
Proceedings of SIS 2021
Algorithms for Intelligent Systems
SeriesEditors
JagdishChandBansal,DepartmentofMathematics,SouthAsianUniversity,
NewDelhi,Delhi,India
KusumDeep,DepartmentofMathematics,IndianInstituteofTechnologyRoorkee,
Roorkee,Uttarakhand,India
AtulyaK.Nagar,SchoolofMathematics,ComputerScienceandEngineering,
LiverpoolHopeUniversity,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-
rithmsforintelligentsystems.
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,musiciansandmedicalpractitioners.
The series publishes monographs, edited volumes, advanced textbooks and
selectedproceedings.
Moreinformationaboutthisseriesathttp://www.springer.com/series/16171
· ·
Subhojit Dawn Kedar Nath Das
·
Rammohan Mallipeddi Debi Prasanna Acharjya
Editors
Smart and Intelligent
Systems
Proceedings of SIS 2021
Editors
SubhojitDawn KedarNathDas
DepartmentofElectricalandElectronics DepartmentofMathematics
Engineering NationalInstituteofTechnologySilchar
VelagapudiRamakrishnaSiddhartha Silchar,Assam,India
EngineeringCollege
Vijayawada,AndhraPradesh,India DebiPrasannaAcharjya
SchoolofComputerScience
RammohanMallipeddi andEngineering
SchoolofElectronicsEngineering VelloreInstituteofTechnology
KyungpookNationalUniversity Vellore,TamilNadu,India
Daegu,Korea(Republicof)
ISSN2524-7565 ISSN2524-7573 (electronic)
AlgorithmsforIntelligentSystems
ISBN978-981-16-2108-6 ISBN978-981-16-2109-3 (eBook)
https://doi.org/10.1007/978-981-16-2109-3
©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicensetoSpringerNature
SingaporePteLtd.2022
Thisworkissubjecttocopyright.AllrightsaresolelyandexclusivelylicensedbythePublisher,whether
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arebelievedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsor
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Singapore
Preface
Theinventionisthesuccessfulexploitationofanewindication.Throughinvention,
we achieve MORE from LESS for MORE. The invention of smart and intelligent
systems will not only help mankind but also contribute to the economic and tech-
nological advancement of the country as well as to the globe. The book provides
advanced ideas for sustainable development through smart and intelligent systems
toconserveourdailylife.
Itisessentialthattheglobalproblemsofenvironmentaldegradationareaddressed
immediately;thus,weneedtoconsiderthewayofexpansionandevolvetheconcept
of sustainable development through a smart and intelligent concept. Indeed, the
new environmentally friendly technologies are fundamental to attain sustainable
development.Thebookprovidesalargenumberofinnovativegreentechnological
ideaswithasmartandintelligentsystemtomaintainandimprovethequalityofthe
environmentandwillhelpustoachievearesource-efficientandsustainablethinking
societyofthefuture.
ThebookSmartandIntelligentSystemswillprovideaninter-disciplinaryinnova-
tiveapproachtoaddressvarioustechnicalissuesandadvancementsinsmartandintel-
ligent systems for Scientific and Technological Development, Smart Information,
Communication, bio-monitoring, smart cities, environmental aspects, alternative
energy,SustainableInfrastructureDevelopment,etc.
Thebookwillprovideusefulinformationtothepeoplefromacademia,budding
engineers, research scholars, upcoming young minds, and industries in bringing
awareness about the recent advances in various fields mentioned above. The book
willhelpthereaderstoopenupnewideaswhereintheshortcomingsofthepresented
ideascanbeaddressed.
Vijayawada,India SubhojitDawn
Silchar,India KedarNathDas
Daegu,Korea(Republicof) RammohanMallipeddi
Vellore,India DebiPrasannaAcharjya
v
Contents
1 Optimal Sizing and Siting of Distributed Generation
for Losses Minimization in Distribution System Using
FractionalLévyFlightBatAlgorithm ........................... 1
AdityaN.Koundinya, GaliveetiHemakumarReddy,
Z.MohammedKhalander,andRevanasidda
2 PerformanceAnalysisofaStandaloneInverterSystemUnder
VariableLoadingConditions ................................... 11
DavidHmingthanmawia, K.Lalmalsawma,
SamuelLalngaihawma, SubirDatta, SubashishDeb,
Ksh.RobertSingh,andSadhanGope
3 PerformanceStudyofaWind-Battery-BasedIslandingSystem .... 21
SamuelLalngaihawma, C.Rohmingtluanga, RahulRoy,
DavidHmingthanmawia,SubirDatta,andNidulSinha
4 FabricDefectDetectionUsingComputerVision .................. 35
V.LikithKumar, A.HariPriya, N.JahnaviChakravarthy,
andPadartiVijayaKumar
5 EnergyAuditandAdvancementofSolarInstallationinSIT:
ACaseStudy ................................................. 45
ShreyaShreeDas,SubhojitDawn,andSadhanGope
6 RandomFaultPositioningBasedVoltageSagAssessment
foraLargePowerTransmissionNetwork ....................... 55
ChinmayaBehera, ArupKumarGoswami,
GaliveetiHemakumarReddy,SadhanGope,andChetanM.Bobade
7 FeasibilityAnalysisofSEPICConverterasaPVBalancer
forPracticalPhotovoltaicSystem ............................... 67
A.VeeraReddy, P.V.R.L.Narasimham, K.SaiTeja,
andP.ShivaKumar
vii
viii Contents
8 Market Clearing Mechanism by Optimal Scheduling
ofElectricPowerSuppliers .................................... 79
ArupDas,SubhojitDawn,andSadhanGope
9 AntiCamcorderPiracyDisplaySystem ......................... 87
A.V.V.Adithya,G.SaiKumar,andV.B.K.L.Aruna
10 PerformanceEvaluationofHAWT-andVAWT-BasedWECS
withAdvancedHillClimbSearchMPPTandFuzzyLogic
ControllerforLowWindSpeedRegions ......................... 97
AlbertJohnVarghese,RejoRoy,andS.R.Awasthi
11 ANovelAsymmetricMultilevelInverterwithLowTHD .......... 115
M.Revathi,K.AravindaShilpa,andK.RamaSudha
12 Video-BasedFacialExpressionRecognition:ADeepLearning
Approach ..................................................... 133
JeenaJacobandJ.JebaSonia
13 Bidirectional Buck-Boost Converter in Solar PV System
forSupercapacitorEnergyStorageSystem ...................... 145
S.BhanuPrakashandGaganSingh
14 SpeechSeparationUsingDeepLearningwithMATLAB .......... 157
ChandraMaheshSaga,V.BKLAruna,andK.VenkataRatnaPrabha
15 MaximumPowerExtractionfromSolarPhotovoltaicStrings
Using Grey Wolf Optimization Technique Under Partial
ShadingCondition ............................................ 165
T.Nagadurga,P.V.R.L.Narasimham,andV.S.Vakula
16 ImpedanceSourceInverterBasedAsynchronousMotorDrive
UsingDifferentModulatingSignals ............................. 177
M.Ranjit, R.GiridharBalakrishna, V.RameshBabu,
andJalluriSrinivasaRao
17 Z-SourceInverterforRES-EVSwithFlexibleEnergyControl
Functions ..................................................... 187
ShaikYalavarthiHussainandK.RadhaRani
18 AssessmentofSingleandTwo-StageOptimizationProcesses
on Optimal Capacitor Placement in Power Distribution
Systems ...................................................... 195
SoumyabrataDasandTanmoyMalakar
19 HarmonicDistortionsMitigatinginanELCrwithHybrid
HydroElectricNetworkBasedonFuzzyController .............. 207
M.DivyaandR.VijayaSanthi
Contents ix
20 Comparative Study of Wireless Power Transfer and Its
FutureProspective ............................................ 219
AmitKumarBaghel, ChinmayaBehera, ShankarAmalraj,
AjitSingh,andSisirKumarNayak
21 MonopoleAntennaforUWBApplicationswithDGS ............. 229
K.V.Prasad,M.V.S.Prasad,andPadartiVijayaKumar
22 HighResolutionSpatialDataAnalysisandHazeRemoval
forRemoteSensingImages ..................................... 237
M.Padmaja,B.Yogichandar,andM.Karishma
23 EnergyMonitoringFrameworkUtilizingInternetofThings ....... 249
BattulaVeeraVasanthaRaoandK.Padmavathi
24 EnhancementofPerformanceParametersinWirelessMobile
Adhoc Networks Using DSR and Cache-Modified DSR
RoutingProtocols ............................................. 257
P.Satyanarayana, M.VaniPujitha, G.VenkataSubbaiah,
andMugada.Srivani
25 DesignofFaultTolerantSingleRAM-BasedParallelRealFast
FourierTransformArchitecturesUsingErrorCorrection
CodesandParsevalChecks .................................... 269
RajasekharTuraka,B.Koteswarrao,andM.NageswaraRao
26 FeasibilityStudyofFloatingSolar–HydroHybridSystem
withIoT ...................................................... 279
SatyaVamsiGudimella,SandhyaThotakura,andSrichandanKondamudi
27 A Rectangular SIW MIMO Antenna for IoT Devices
andUltra-WidebandApplications .............................. 291
N.KartheekRamReddy,K.Sneha,B.Alekhya,andE.Prathyusha
28 Cloud-Connected Smart Energy Meter with Remote
MonitoringandControl ....................................... 297
VankaSaritha,AnilKumarKarra,ShaikKhaderZelani,andCh.Prasanth
29 IBMWatsonAssistantandNode-RED-BasedMovieTicketing
BotDesign .................................................... 307
ArpitaGhosh
30 AComparativeAnalysisofICandRCCMPPTTechniques
forHigh-PowerPVSystems .................................... 317
PankajSahuandRajivDey
31 DevelopmentofComprehensiveModellingandSimulation
ofPhotovoltaicModule ........................................ 331
S.BhanuPrakashandGaganSingh
x Contents
32 AnalysisandPredictionofCrimeUsingMachineLearning
Techniques ................................................... 343
S.SrinivasuluRaju,G.NarasimhaSwamy,M.RejoiceAngelina,
M.SaiSnehitha,M.SaiChandana,andM.PriyaMythili
33 Short-TermPowerForecastingforRenewableEnergySources
UsingGenetics-BasedHarmonySearchAlgorithm ............... 357
RejoRoy,AlbertJohnVarghese,andS.R.Awasthi
34 InvestigationandImplementationofLowProfilePatchBeam
SteeringAntennaforVehicularApplications ..................... 369
Ch.Raghavendra, M.NeelaveniAmmal, K.KrishnaSai,
andV.S.N.Pranav
34 Updated ReviewontheClassificationofTarget Tracking
AlgorithmsinWirelessSensorNetworks ........................ 379
UrvashiSaraswatandAnitaYadav
36 PerformanceEvaluationofVariousTraditionalControllers
in Automatic Generation Control of Multi-Area System
withMulti-TypeGenerationUnits .............................. 395
CH.NagaSaiKalyanandChintalapudiV.Suresh
37 Conventional and Heuristic Optimization Techniques
ComparisonforEconomicLoadDispatch ....................... 405
P.Sowmith,N.VamsiKrishna,andB.Varunkumar
38 Effect of Au-Al Dual-Metal Gate on 3D Double-Gate
JunctionlessTransistorPerformance ............................ 421
AchintaBaidya,RajeshSaha,AmarnathGaini,ChaitaliKoley,
SomenDebnath,andSubirDatta
39 Power- and Area-Efficient FIR Filter for Denoising
ofElectrooculogramSignal .................................... 431
KishoreKumarGundugontiandBalajiNarayanam
40 Foggy Image Enhancement Using Improved Histogram
EqualizationandGuidedFilter ................................. 443
ShivangiMishra,AshishDwivedi,andBadalSoni
41 ACompactL-ShapeACS-FedPrintedMonopoleDual-Band
Antenna for 3.5 GHz WiMAX and 5.8 GHz WLAN
Applications .................................................. 453
SangeetaSharma,PramodKumarSinghal,andDeepKishoreParsediya