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基于分数阶智能积分的感应电机速度控制研究（英文）.docx

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基于分数阶智能积分的感应电机速度控制研究（英文） ResearchonSpeedControlofInductionMotorbasedonFractionalOrderIntelligentIntegral Abstract: Withtherapiddevelopmentofmoderntechnology,thecontrolofinductionmotorsplaysavitalroleinmanyindustrialapplications.Inrecentyears,theuseoffractionalordercontrolstrategieshasgainedincreasingattentionduetotheirabilitytoimprovetheperformanceofmotorcontrolsystems.Thispaperpresentsaresearchstudyonthespeedcontrolofaninductionmotorbasedonthefractionalorderintelligentintegralmethod. Keywords:inductionmotor,speedcontrol,fractionalordercontrol,intelligentintegral 1.Introduction Inductionmotorsarewidelyusedinvariousindustrialapplicationsduetotheirrobustnessandreliability.Thespeedcontrolofinductionmotorsiscrucialforachievinghigh-performanceandenergy-efficientoperation.Traditionalcontrolmethods,suchasproportional-integral-derivative(PID)control,havebeenwidelyapplied.However,thesemethodshavelimitationsinhandlingnonlinearcharacteristicsanduncertaintiesofthemotorsystems. Fractionalcalculus,whichextendstheconceptofdifferentiationandintegrationtonon-integerorders,hasshowngreatpotentialinimprovingtheperformanceofcontrolsystems.Thefractionalordercontrolstrategycancapturethecomplexdynamicsofthemotorsystemmoreaccurately,leadingtoenhancedcontrolperformance. 2.LiteratureReview Previousstudieshaveexploredtheuseoffractionalordercontrolinvariousmotorcontrolapplications.Forinstance,fractionalorderPIDcontrollershavebeenappliedtospeedcontrolofpermanentmagnetsynchronousmotors,brushlessDCmotors,andswitchedreluctancemotors.Thesestudieshaveshownimprovedspeedcontrolperformanceintermsoftrackingaccuracy,disturbancerejection,andstability. 3.Methodology Inthisresearch,weproposeanovelspeedcontrolmethodforinductionmotorsbasedonfractionalorderintelligentintegral.Theproposedmethodcombinestheadvantagesoffractionalordercontrolandintelligentintegralalgorithm.Theintelligentintegralalgorithmisanoptimizationtechniquethatcanenhancethecontrolperformancebyadjustingintegralgainsbasedontheinput-outputdataofth