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智能变电站虚端子动态报表设计研究 Title:ResearchonDesignofDynamicReportingforIntelligentSubstationVirtualTerminal Abstract: Therapiddevelopmentofsmartgridtechnologyhaspavedthewayfortheimplementationofintelligentsubstations.Inthesesubstations,virtualterminalsplayacrucialroleinmonitoringandcontrollingvariousdevicesandsystems.Thispaperaimstoinvestigatethedesignandimplementationaspectsofdynamicreportingforintelligentsubstationvirtualterminals.Theobjectiveistodevelopanefficientreportingsystemthatprovidesreal-timeandcomprehensiveinformationtoimprovetheoveralloperationandmanagementofthesubstations. 1.Introduction: 1.1Background: Thetraditionalsubstationshavelimitedflexibilityandoftenrequiremanualinterventionforoperationandmaintenancetasks.Intelligentsubstations,ontheotherhand,leverageadvancedtechnologiessuchassensornetworks,communicationprotocols,anddataanalyticstoenableseamlessautomationandcontrol.Virtualterminals,whichrepresentavirtualrepresentationofthesubstation,areessentialcomponentsinrealizingthepotentialofintelligentsubstations. 1.2ProblemStatement: Despitetheprogressmadeinthedevelopmentofvirtualterminalsystems,thereisalackofresearchondesigningdynamicreportingmechanismsforintelligentsubstations.Existingreportingsystemsoftenprovidestaticorperiodicreports,whichmaynotbesufficientforreal-timedecision-making.Therefore,researchonthedesignandimplementationofdynamicreportingsystemsisnecessarytoimprovetheperformanceandefficiencyofintelligentsubstations. 2.DesignPrinciples: 2.1Real-timeDataCollection: Toensuredynamicreporting,real-timedatacollectioniscrucial.Thisinvolvestheintegrationofvarioussensorsanddeviceswithinthesubstationtogatherdataonparameterssuchasvoltage,current,temperature,andhumidity.Additionally,communicationprotocolssuchasIEC61850shouldbeemployedtogatherdatafromremotedevicesandintegratethemintothereportingsystem. 2.2ComprehensiveDataAnalysis: Effectivedataanalysisisessentialtoderivemeaningfulinsightsfromthecollecteddata.Advancedanalyticstechniquessuchasdatamining,machinelearnin