资源描述：
《Heuristic dynamic programing based power system stabilizer》由会员上传分享，免费在线阅读，更多相关内容在学术论文-天天文库。
1、AHeuristicDynamicProgrammingbasedPowerSystemStabilizerforaTurbogeneratorinaSingleMachinePowerSystemWenxinLiu,StudentMember,IEEE,GaneshK.VenayagamoorthySeniorMember,IEEE,andDonaldC.WunschII,SeniorMember,IEEEDepartmentofElectricalandComputerEngineeringUniversityofMissou
2、ri-RollaRolla,MO65409,USAEmail:wl3g3@umr.edu,ganeshv@umr.edu,anddwunsch@umr.eduAbstract—Powersystemstabilizers(PSS)areusedtogenerategeneratesupplementarycontrolsignalsfortheexcitationsupplementarycontrolsignalsfortheexcitationsysteminordersysteminordertodampbothtypeso
3、foscillations.todampthelowfrequencypowersystemoscillations.ToThewidelyusedconventionalpowersystemstabilizersovercomethedrawbacksofconventionalPSS(CPSS),numerous(CPSS)aredesignedusingthetheoryofphasecompensationtechniqueshavebeenproposedintheliterature.Basedontheinthef
4、requencydomainandareintroducedasalead-laganalysisofexistingtechniques,anoveldesignofpowersystemcompensator.TheparametersofCPSSaredeterminedbasedstabilizer(PSS)basedonheuristicdynamicprogramming(HDP)isproposedinthispaper.HDPcombiningtheconceptsofonthelinearizedmodeloft
5、hepowersystem.TohavethedynamicprogrammingandreinforcementlearningisusedintheCPSSprovidegooddampingoverawideoperatingrange,itsdesignofanonlinearoptimalpowersystemstabilizer.TheparametersneedtobefinetunedinresponsetobothtypesofproposedHDPbasedPSSisevaluatedagainstthecon
6、ventionaloscillations.Sincepowersystemsarehighlynonlinearsystems,powersystemstabilizerandindirectadaptiveneurocontrolbasedwithconfigurationsandparametersthatchangewithtime,thePSSundersmallandlargedisturbancesinasinglemachineCPSSdesignbasedonthelinearizedmodelofthepowe
7、rinfinitebuspowersystemsetup.Resultsarepresentedtoshowsystemcannotguaranteeitsperformanceinapracticaltheeffectivenessofthisnewtechnique.operatingenvironment.Thus,anadaptivePSSwhichconsidersthenonlinearnatureoftheplantandadaptstotheKeywords-NeuralNetworks;Neuro-identif
8、ier;Neuro-control;PowerSystemStabilizer;IndirectAdaptiveControl;On-linechangesintheenvironmentisrequiredforthepowersystem.Tr
