A Fuzzy-Logic Controller for an Electrically DrivenSteering System for a Motorcar

A Fuzzy-Logic Controller for an Electrically DrivenSteering System for a Motorcar

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時(shí)間:2019-07-17

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1、KSMEInternationalJournal,Vol.16No.8,pp.1039--1052,20021039AFuzzy-LogicControllerforanElectricallyDrivenSteeringSystemforaMotorcarSang-HeonLeeCentreforAdvancedManufacturingResearch,UniversityofSouthAustralia,MawsonLakes,SA,AustraliaII-SooKim*DepartmentofMechanicalEngineering,MokpoNationalUniver

2、sity,Muan-Gun,Chonnam534-729,KoreaJayanthaKatupitiyaSchoolofMech.&Manf.Eng.UniversityofNewSouthWales,Sydney,NSW,AustraliaThispaperpresentsanapplicationwhereaFuzzy-LogicController(FLC)isusedatasupervisoryleveltoimplementmutualcoordinationofthesteeringofthetwofrontwheelsofamotorcar.Thetwofrontwh

3、eelsaresteeredbytwoindependentdiscretetimestatefeedbackcontrollerswithaviewtooptimizethesteeringslipangles.ThefunctionsofthetwocontrollersaretiedtogetherbywayofaFLC.Becauseofthepresenceofunmodelleddynamicsanddisturbancesactingonthetwosides,itisdifficulttoachievethedesiredperformanceusingconven

4、tionalcontrolsystems.ThisistheprimaryreasonthatFLCisemplogedtosolvetheproblem.Theresultsshowthattheimplementedsystemachieveddesiredcouplingbetweenthetwoindependentsystemsandtherebyreducesthedifferencebetweenthetwosteeredangles.KeyWords:FLC(Fuzzy-LogicController),FeedbackController,PWM(PulseWid

5、thModulation),MATLABSystem,PID(ProportionalIntegralDifferential)andMamdani,1977),cementkiln(Umbersand1.IntroductionKing,1980)tomoredemandingcontrolapplica-tionssuchasautomobilespeedcontrol(Mura-SincetheintroductionofmathematicalwayskamiandMaeda,1985),aircraftflightcontroltorepresentvaguenessin

6、everydaylife(Zadeh,(Larkin,1985),anti-lockbrakesystems(Madau1965),therehavebeenfurtherdevelopmentinetal.,1993)andhydraulicpositionservos(Zhaofuzzyalgorithms(Zadeh,1968)andlinguisticandVirvalo,1993).Morerecently,aFuzzy-analysis(Zadeh,1973)whichmotivatedtheearlyLogicController(FLC)hasbeenusedina

7、nlaboratoryapplicationoffuzzy-logicintocontrolinnovativemannerinanautomatictrainopera-engineering(Mamdani;1974,MamdaniandAssi-tionwithpredictivefuzzycontrol(Yasunobuandlian,1975;Tongetal.,1980).Sincethen,fuzzyMiyamoto,1985),inhelicopter

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