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分布式驱动电动汽车AFS和DYC协调控制策略研究摘要
随着人们对环境保护意识的不断提高,电动汽车被越来越广泛地应用。然而,电动汽车的安全性能和驾驶体验仍然需要提高。本文针对电动汽车的自适应前照灯系统(AFS)和动态稳定控制系统(DYC)进行研究,提出了一种分布式驱动电动汽车AFS和DYC协调控制策略。
首先,通过分析电动汽车的动力学模型和AFS控制原理,建立了分布式控制模型,使得AFS能够自适应调整前照灯照射范围并且反映动态路况。其次,通过研究电动汽车的离散控制模型和DYC控制原理,提出了一种基于模型预测控制的DYC协调控制策略。该策略采用了基于短期和长期预测的混合控制策略,有效地提高了电动汽车的稳定性和安全性。
最后,通过仿真实验对本文协调控制策略的有效性进行了验证。实验结果显示,该策略能够使AFS和DYC系统之间实现协同控制,同时保持较高的车速和良好的驾驶舒适性。这些结果为电动汽车的安全性能和驾驶体验的提升提供了一种新的思路。
关键词:电动汽车;自适应前照灯系统;动态稳定控制;协调控制
Abstract
Withtheincreasingawarenessofenvironmentalprotection,electricvehicleshavebeenwidelyused.However,thesafetyperformanceanddrivingexperienceofelectricvehiclesstillneedtobeimproved.ThispaperfocusesontheresearchoftheAdaptiveFront-lightingSystem(AFS)andDynamicStabilityControl(DYC)ofelectricvehicles,andproposesadistributeddrivingelectricvehicleAFSandDYCcoordinatedcontrolstrategy.
Firstly,byanalyzingthedynamicsmodelandAFScontrolprincipleofelectricvehicles,adistributedcontrolmodelwasestablished,sothatAFScouldadaptivelyadjusttheilluminationrangeofheadlightsandreflectthedynamicroadconditions.Secondly,basedonthestudyofthediscretecontrolmodelandDYCcontrolprincipleofelectricvehicles,amodelpredictivecontrol-basedDYCcoordinatedcontrolstrategywasproposed.Thestrategyadoptedamixedcontrolstrategybasedonshort-termandlong-termprediction,effectivelyimprovingthestabilityandsafetyofelectricvehicles.
Finally,thevalidityofthecoordinatedcontrolstrategyproposedinthispaperwasverifiedbysimulationexperiments.TheexperimentalresultsshowthatthestrategycanachievecoordinatedcontrolbetweentheAFSandDYCsystemswhilemaintaininghighspeedandgooddrivingcomfort.Theseresultsprovideanewapproachforimprovingthesafetyperformanceanddrivingexperienceofelectricvehicles.
Keywords:electricvehicle;adaptivefront-lightingsystem;dynamicstabilitycontrol;coordinatedcontroElectricvehicleshavegainedsignificantpopularityinrecentyearsduetotheirenvironmentalfriendlinessandlowoperatingcosts.However,thesafetyperformanceanddrivingexperienceofelectricvehicleshavealwaysbeenamajorconcernforconsumers.Inparticular,theadaptivefront-lightingsystem(AFS)anddynamicstabilitycontrol(DYC)areessentialsystemsthataffectthesafetyandcomfortofdriving.Therefore,coordinatedcontrolbetweentheAFSandDYCsystemsisverycriticalforelectricvehicles.
PreviousstudieshavemainlyfocusedontheindependentcontroloftheAFSandDYCsystems.However,thecouplingeffectbetweenthesetwosystemshasbeenignoredinpreviousstudies.ThispaperproposesacoordinatedcontrolstrategythatconsidersthecouplingeffectbetweentheAFSandDYCsystems,andinvestigatesitseffectivenessbysimulationexperiments.
Thecoordinatedcontrolstrategyproposedinthispaperutilizesahierarchicalcontrolframework.TheupperlevelofthecontrolframeworkisresponsibleforthecoordinationbetweentheAFSandDYCsystems,whilethelowerlevelisresponsiblefortheindependentcontrolofeachsystem.ThecoordinationbetweentheAFSandDYCsystemsisachievedbyintroducinganewcontrolvariable,whichconsidersthecouplingeffectbetweenthesetwosystems.
Thesimulationexperimentsconductedinthispaperdemonstratethattheproposedcoordinatedcontrolstrategycaneffectivelyimprovethesafetyperformanceanddrivingexperienceofelectricvehicles.Inparticular,theresultsshowthatthestrategycanachievecoordinatedcontrolbetweentheAFSandDYCsystems,whilemaintaininghighspeedandgooddrivingcomfort.Thisprovidesanewapproachforimprovingthesafetyperformanceanddrivingexperienceofelectricvehicles.
Inconclusion,thispaperproposesacoordinatedcontrolstrategythatconsidersthecouplingeffectbetweentheAFSandDYCsystems,andinvestigatesitseffectivenessbysimulationexperiments.Theexperimentalresultsdemonstratethattheproposedstrategycansignificantlyimprovethesafetyperformanceanddrivingexperienceofelectricvehicles.Therefore,thispaperprovidesavaluablecontributiontotheresearchonimprovingthesafetyperformanceanddrivingexperienceofelectricvehiclesInrecentyears,theusageofelectricvehicleshasbeenincreasingduetotheconcernsforenvironmentpollutionandenergyconservation.Asaresult,itisessentialtoensurethesafetyperformanceanddrivingexperienceofelectricvehiclestoenhancetheirmarketabilityandcustomersatisfaction.Onesignificantconcernforelectricvehiclesistheirstabilityduringcornering,whichcanbeaffectedbyfactorssuchasvelocity,steeringangle,androadsurfaceconditions.Hence,itisessentialtohaveamechanismthatcanimprovethestabilityofelectricvehiclesduringcornering.
Onepotentialmechanismforimprovingthestabilityofelectricvehiclesduringcorneringistheintegrationoftheactivefrontsteering(AFS)anddirectyawmomentcontrol(DYC)systems.TheAFSsystemcanhelpimprovethesteeringresponseoftheelectricvehicle,whiletheDYCsystemcanimprovethevehicle'sstabilitybygeneratingayawmomentinresponsetothesteeringangleandvehiclevelocity.
However,thecouplingeffectbetweentheAFSandDYCsystemscansignificantlyaffecttheperformanceofthevehicle.Thus,thispaperproposesacoordinatedcontrolstrategythatconsidersthecouplingeffectbetweentheAFSandDYCsystemstoenhancethesafetyperformanceanddrivingexperienceofelectricvehicles.
Theproposedstrategywastestedusingsimulationexperiments,andtheresultsdemonstratedsignificantimprovementsinthesafetyperformanceanddrivingexperienceofelectricvehicles.Specifically,thesimulationsshowedthattheproposedcontrolstrategycanimprovethevehicle'sstabilityduringcornering,leadingtoareductioninyawrateandlateralacceleration.Furthermore,thestrategycanimprovetheresponsivenessofthesteeringsystembyreducingthedelayinthesteeringresponse,whichcanleadtoabetterdrivingexperienceforthedriver.
Inconclusion,thispaperprovidesavaluablecontributiontotheresearchonimprovingthesafetyperformanceanddrivingexperienceofelectricvehicles.ThecoordinatedcontrolstrategyproposedinthispaperconsidersthecouplingeffectbetweentheAFSandDYCsystems,leadingtosignificantimprovementsinthesafetyperformanceanddrivingexperienceofelectricvehicles.FutureresearchcanfurtherinvestigatetheproposedcontrolstrategybyconductingmoreexperimentsondifferentelectricvehiclestoverifyitseffectivenessInadditiontotheproposedcoordinatedcontrolstrategy,thereareseveralotherareasofresearchthatcancontributetotheimprovementofthesafetyperformanceanddrivingexperienceofelectricvehicles.
Onesuchareaisthedevelopmentofadvanceddriverassistancesystems(ADAS)specificallydesignedforelectricvehicles.ADAScanincludefeaturessuchascollisionavoidance,lanedeparturewarnings,andautomatedparking,allofwhichcanhelpincreasethesafetyofelectricvehiclesontheroad.
Anotherareaofresearchisthedevelopmentofmoreefficientandreliablebatterytechnology.Improvementsinbatterytechnologycanleadtolongerdrivingrangesandfasterchargingtimes,makingelectricvehiclesmorepracticalandconvenientforeverydayuse.
Finally,researchcanalsofocusonimprovingtheoverallinfrastructureforelectricvehicles.Thiscanincludeincreasingthenumberofchargingstationsavailable,improvingthespeedandconvenienceofcharging,anddevelopingsmartergridtechnologiesthatcanoptimizetheuseofrenewableenergysources.
Overall,continuedresearchanddevelopmentintheseareascanhelpincreas
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