Applied Soft Computing and Embedded System Applications in Solar Energy

MPPT Control Systems for PV Power PlantsIntroductionEconomic Aspects of PV Power SourcesMajor Requirements for PV Facilities ControlPV CharacteristicsPresence of Single and Multiple Maximum PointsMPPT AlgorithmsDeterministic AlgorithmsFuzzy Logic Control AlgorithmArtificial Neural NetworkDifferential EvolutionInitializationMutationCrossoverMPPT Implementation by Electronic CircuitsConclusionReferencesRelay Coordination Optimization for Solar PV Integrated Grid Using the Water Cycle Optimization AlgorithmIntroductionLiterature ReviewModelling Optimal Relay Coordination ModelObjective FunctionThe Constraint for the Overcurrent Relay Coordination ModelImplementation of PV in the IEEE 13 Node Test FeederWater Cycle AlgorithmsResult and DiscussionConclusionReferencesExperimental Investigation of Performance of PV Array Topologies under Simulated PSCsIntroductionTHEORETICAL BACKGROUNDEquivalent Circuit Model of PV CellsCalculation of PV Performance ParametersMismatch Power Loss (ΔPL)Experimental Setup and Design of ExperimentArray Configuration Studied in the Present WorkSeries Parallel (SP)Bridge-link (BL)Total Cross-tied (TCT)Simulated Partial Shading ConditionsNo Shading (NS)Column Shading (CS)Row Shading (RS)Diagonal Shading (DS)Random Shading ConditionResult and DiscussionConclusionReferencesArtificial Intelligence in PV SystemIntroductionAI Techniques Used in PV SystemsEnsemble LearningDeep LearningConvolutional Neural Network (CNN)Boltzmann Machine (BM)Auto EncoderMachine LearningExtreme Learning Machine (ELM)Neural Network AI TechniquesMetaheuristics-Based AI TechniquesConclusionsReferencesThermodynamic Approaches and Techniques for Solar Energy ConversionIntroductionImportance of Solar EnergyNature of Solar EnergyThermodynamic ApproachThermal EquilibriumSolar Collector (Types and Applications)Flat Plate Solar Water CollectorEvacuated Tube CollectorSolar PV Systems and ApplicationsDomestic Off-Grid Photovoltaic SystemNon-Domestic Off-Grid Photovoltaic SystemGrid Connecting Photovoltaic SystemsCentralized Grid-Connected Photovoltaic SystemsApplications of Solar EnergySolar BatteriesSolar-PumpingSolar Water HeatingCONCLUSIONReferencesMemristive Behavior: Tool for Fault Detection and Repairing Dye Solar CellsIntroductionGreen EnergyPhotovoltaicsPV Cell Behavior and V-l CharacteristicsInfluence of Temperature on Solar Cell CharacteristicsDye-Synthesized Solar CellOverview of Device PhysicsPhotogenerationCharge TransportationMemristorDSSC from Memristive ViewpointDSSC Fault DetectionDSSC Spice ModelDSSC Fault Detection and Repair Using MemristorSensing OperationK-Segment Sensing and Memristor ResettingConfiguration and RepairConclusionReferencesDevelopment of loT-Based Data Acquisition System for Real-Time Monitoring of Solar PV SystemIntroductionLiterature ReviewHardware System DescriptionModeling of DASPerformance Results and ValidationDiscussion on ObservationsConclusionReferencesMarine Photovoltaics - An loT-Integrated Approach to Enhance EfficiencyIntroductionLaws and Regulations in the Maritime SectorSolar Energy PotentialInternet of Things (IoT) and the OceanFloating PhotovoltaicsFloating Renewable-Powered BuoysCase Study: Catalina Sea Ranch (CSR)Renewable-Powered Marine VesselsCase Study: Smart ContainersEfficient Solar-Powered Marine VesselsConclusionReferencesDeep Learning Approach towards Solar Energy ForecastIntroductionLiterature ReviewStorage Energy and Power CellsMining of the PatentsLatent Dirichlet AllocationRelated WorkMathematical Term TechniquesMoving Average ProcessARIMASARIMAK Nearest NeighborsRegression TreesDesigningLong Short-Term MemoriesAuto STMStatistical ForecastingFlame WorkingModel ViewsDeep LearningDaily VerteboData ProcessingTemporal Weather GridMutabilityData Mining with VisualizationCross-ValidationIssues Still in WorkMetrics ErrorMethodologyResults ComparisonConclusionReferencesThe Imperative Role of Solar Power Assistance for Embedded Based Climatic Parameters Measurement SystemsIntroductionLiterature ReviewComparative Study of Existing Systems Based on Technology and ApplicationsConclusionReferencesIoT with Automation Clustering to Detect Power Losses with Energy Consumption and Survey of Defense Machinery against AttacksIntroductionResearch MethodSybil Attack PropertiesCompromised PhaseDeployment PhaseLaunching PhaseAttack Detection in Wireless ad-hoc NetworkCryptographic BasedLocation Verification BasedNetwork Behavior-BasedResource TestingTrust-BasedDiscussion, Results and AnalysisGeneral Detection IssueVANET IssueLearning-Based IssueCentralized vs Decentralized IssueConclusionConflict of InterestReferences
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