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一種優(yōu)化齒槽轉(zhuǎn)矩抑制永磁同步電機(jī)振動(dòng)和噪聲的方法Title:AnOptimizationMethodtoSuppressVibrationandNoiseinSlotHarmonicsofPermanentMagnetSynchronousMotorsAbstract:Permanentmagnetsynchronousmotors(PMSMs)arewidelyusedinvariousindustrialapplicationsduetotheirhighefficiency,hightorquedensity,andprecisecontrolcapabilities.However,oneofthemainchallengesinPMSMsisthegenerationofvibrationandnoisecausedbytheinteractionbetweenthestatorslotsandtherotormagnets.ThispaperproposesanoptimizationmethodtoeffectivelysuppressthevibrationandnoisegeneratedbyslotharmonicsinPMSMs.Themethodinvolvesoptimizingtheshapeandarrangementofstatorslotstominimizetheslotharmonicsforce,therebyreducingvibrationandnoiselevels.Theproposedoptimizationmethodisvalidatedthroughsimulationsandexperimentalresults,demonstratingsignificantimprovementsintheacousticperformanceofPMSMs.1.Introduction1.1Background1.2ObjectiveoftheStudy2.SlotHarmonicsinPMSMs2.1CausesofSlotHarmonics2.2EffectsofSlotHarmonicsonVibrationandNoise3.LiteratureReview3.1PreviousMethodsforSuppressingSlotHarmonics3.2LimitationsofExistingMethods4.ProposedOptimizationMethod4.1MathematicalModelofSlotHarmonicsForce4.2ObjectiveFunctionforOptimization4.3OptimizationVariables4.4ConstraintsforOptimization5.OptimizationAlgorithm5.1GeneticAlgorithm(GA)5.2ParticleSwarmOptimization(PSO)5.3ComparisonofAlgorithms6.SimulationResults6.1CaseStudyandParameters6.2ComparisonofVibrationandNoiseLevels6.3AnalysisofOptimizationResults7.ExperimentalValidation7.1ExperimentalSetup7.2MeasurementProcedure7.3ComparisonofExperimentalResults7.4DiscussionofExperimentalFindings8.Discussion8.1AnalysisofOptimizationMethodPerformance8.2ComparisonwithExistingMethodologies8.3PracticalImplicationsandOpportunities8.4FutureResearchDirections9.ConclusionReferencesInthispaper,weproposeanoptimizationmethodtosuppressvibrationandnoiseinslotharmonicsofpermanentmagnetsynchronousmotors(PMSMs).Themethodfocusesonoptimizingtheshapeandarrangementofstatorslotstominimizetheslotharmonicsforce,whichisthemainsourceofvibrationandnoiseinPMSMs.Theoptimizationisperformedusinggeneticalgorithmsandparticleswarmoptimizationtofindtheoptimalslotgeometrythatminimizesvibrationandnoise.Throughsimulationsandexperimentalvalidation,wedemonstratethattheproposedoptimizationmethodleadstosignificantimprovementsintheacousticperformanceofPMSMs.Theresultsshowreducedvibrationandnoiselevels,whicharecrucialforapplicationsthatrequirelownoiseoperation,suchaselectricvehiclesandhomeappliances.ThefindingsofthisstudycontributetothefieldofPMSMsbyprovidinganeffectiveandpracticalmethodtosuppressvibrationandnoisecausedbyslotharmonics.TheproposedoptimizationmethodcanbereadilyimplementedinthedesignandmanufacturingofPMSMs,leadingtoquieterandmoreefficientmotoroperation.Overall,thispaperhighlightstheimportanceofaddressingvibrationandnoiseissuesinPMSMsandprovidesapromisingsolutionthroughoptimizatio

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