Comparison of Heuristic Dynamic Programmingfor Neurocontrol of a Turbogenerator启发式动态规划的比较 双重启发式编程自适应批评 汽轮发电机的神经控制

《Comparison of Heuristic Dynamic Programmingfor Neurocontrol of a Turbogenerator启发式动态规划的比较 双重启发式编程自适应批评 汽轮发电机的神经控制》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、MissouriUniversityofScienceandTechnologyScholars'MineElectricalandComputerEngineeringFacultyElectricalandComputerEngineeringResearch&CreativeWorks1-1-2002ComparisonofHeuristicDynamicProgrammingandDualHeuristicProgrammingAdaptiveCriticsforNeurocontrolofaTurbogene

2、ratorGaneshK.VenayagamoorthyMissouriUniversityofScienceandTechnologyDonaldC.WunschMissouriUniversityofScienceandTechnology,dwunsch@mst.eduRonaldG.HarleyFollowthisandadditionalworksat:http://scholarsmine.mst.edu/ele_comeng_facworkPartoftheElectricalandComputerEng

3、ineeringCommonsRecommendedCitationG.K.Venayagamoorthyetal.,"ComparisonofHeuristicDynamicProgrammingandDualHeuristicProgrammingAdaptiveCriticsforNeurocontrolofaTurbogenerator,"IEEETransactionsonNeuralNetworks,InstituteofElectricalandElectronicsEngineers(IEEE),Jan

4、2002.Thedefinitiveversionisavailableathttps://doi.org/10.1109/TNN.2002.1000146ThisArticle-JournalisbroughttoyouforfreeandopenaccessbyScholars'Mine.IthasbeenacceptedforinclusioninElectricalandComputerEngineeringFacultyResearch&CreativeWorksbyanauthorizedadministr

5、atorofScholars'Mine.ThisworkisprotectedbyU.S.CopyrightLaw.Unauthorizeduseincludingreproductionforredistributionrequiresthepermissionofthecopyrightholder.Formoreinformation,pleasecontactscholarsmine@mst.edu.764IEEETRANSACTIONSONNEURALNETWORKS,VOL.13,NO.3,MAY2002C

6、omparisonofHeuristicDynamicProgrammingandDualHeuristicProgrammingAdaptiveCriticsforNeurocontrolofaTurbogeneratorGaneshK.Venayagamoorthy,RonaldG.Harley,andDonaldC.WunschAbstract—Thispaperpresentsthedesignofanoptimalneuro-controllerthatreplacestheconventionalautom

7、aticvoltageregu-lator(AVR)andtheturbinegovernorforaturbogeneratorcon-nectedtothepowergrid.Theneurocontrollerdesignusesanoveltechniquebasedontheadaptivecriticdesigns(ACDs),specificallyonheuristicdynamicprogramming(HDP)anddualheuristicpro-gramming(DHP).Resultsshow

8、thatbothneurocontrollersarero-bust,butthatDHPoutperformsHDPorconventionalcontrollers,especiallywhenthesystemconditionsandconfigurationchange.Thispaperalsoshowshowtode