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CarsandGreenTransition:ChallengesandOpportunitiesforEuropeanWorkersOyaCelasun,GalenSher,PetiaTopalova,
andJingZhouWP/23/116IMFWorkingPapersdescriberesearchinprogressbytheauthor(s)andarepublishedtoelicitcommentsandtoencouragedebate.TheviewsexpressedinIMFWorkingPapersarethoseoftheauthor(s)anddonotnecessarilyrepresenttheviewsoftheIMF,itsExecutiveBoard,orIMFmanagement.2023JUN?2023InternationalMonetaryFundWP/23/116IMFWorkingPaperEuropeanDepartmentCarsandGreenTransition:ChallengesandOpportunitiesforEuropeanWorkersPreparedbyOyaCelasun,GalenSher,PetiaTopalova,andJingZhouAuthorizedfordistributionbyOyaCelasunJune2023IMFWorkingPapersdescriberesearchinprogressbytheauthor(s)andarepublishedtoelicitcommentsandtoencouragedebate.
TheviewsexpressedinIMFWorkingPapersarethoseoftheauthor(s)anddonotnecessarilyrepresenttheviewsoftheIMF,itsExecutiveBoard,or
IMFmanagement.ABSTRACT:Reducingtransportsectoremissionsisan
importantpillarofthegreentransition.However,thetransitiontoelectricvehicles(EV)portendsmajorchangesinvehiclemanufacturingactivity,onwhichmanylivelihoodsinEuropedepend.UsingtheheterogeneityacrossEuropeancountriesinthespeedoftransitiontoEVproductionandvariationinsectoralandregionalexposuretotheautomotivesector,thispaper
offersearlyevidenceofthelabormarketimplicationsoftheEVtransition.Ourresultssuggest
thatthetransformationoftheautosectorisalreadyhavinganadverseimpactonemploymentintheaffectedsectorsandregions,whichcanbeexpectedtogrowatleastinthenearterm.Manyoftheaffectedworkerswillbeabletoretireandouranalysissuggeststhatthosewhowillhavetotransitiontonew“greener”jobshaveafairchance
todosowhencomparedtootherworkersinthemanufacturingsector.
Furthermore,wefind
evidencethatactivelabormarketpolicies,specificallytraining,canhelptoreducetheadjustmentcostsfortheaffectedworkers.RECOMMENDEDCITATION:
Celasun,Oya,GalenSher,PetiaTopalova,andJingZhou.2023.“CarsandGreenTransition:ChallengesandOpportunitiesforEuropeanWorkers”IMFWorkingPaper23/116,InternationalMonetaryFund,Washington,DC.JELClassificationNumbers:Keywords:E24,Q52,Q55Electricvehicle;employment;greentransition;labormarketpolicyOCelasun@,GSher@,PTopalova@,andJZhou@Author’sE-MailAddress:WORKINGPAPERSCarsandtheGreenTransition:ChallengesandOpportunitiesforEuropeanWorkersPreparedby
OyaCelasun,GalenSher,PetiaTopalova,
andJingZhou11
Theauthorswouldliketothank
SabihaMohonaforexcellentresearchassistance.OyaCelasunocelasun@;GalenShergsher@;PetiaTopalovaptopalova@;JingZhoujzhou@.
TheviewsexpressedinthispaperdonotnecessarilyrepresenttheviewsoftheIMF,itsExecutiveBoardorIMFmanagement.IMFWORKINGPAPERSCarsandGreenTransition:ChallengesandOpportunitiesforEuropeanWorkersContentsI.Introduction
......................................................................................................................................................3II.TheTransitiontoEVs
.....................................................................................................................................5III.EvidenceonEmploymentEffects..............................................................................................................10EvidenceBasedonDifferentSectoralExposurestotheAutomotiveSectorElectrification.........................11EvidenceBasedonDifferentRegionalExposurestotheAutomotiveSectorElectrification........................14IV.TheRoleofPolicies.....................................................................................................................................19V.ReallocationProspectsoftheAdverselyAffectedSectors.....................................................................20VI.Conclusion
...................................................................................................................................................22FIGURES1.ExportsofElectricVehicles...............................................................................................................................62.NewRegistrationsandSalesofElectricVehicles.............................................................................................73.ElectricVehicleChargingStations....................................................................................................................84.CountriesinEuropewithOfficial
Targetsfora100PercentPhaseOutofICEVehicleSales
........................95.RRF-FundedSpendingDedicatedtotheAutomotiveSector..........................................................................106.EmploymentofAutomotive-Related................................................................................................................127.NumberofAutomotiveEmployees(FTE)byRegion,2015
............................................................................148.EmploymentintheAutomotiveSectorinEuropeanRegions,2015...............................................................159.ChangeinEmploymentRate,2015–19
..........................................................................................................1710.ProspectsofSwitchingtoaGreenJob:Germany
........................................................................................22TABLES1.LaborMarketOutcomesandExposuretoElectrification:SectoralEvidence.................................................132.LaborMarketOutcomesandExposuretoEVProduction:RegionalEvidence..............................................163.ScenariosoftheNumbersofEUWorkersaffectedbytheEVTransition
.......................................................164.UnemploymentRateandExposuretoEVProduction:TheRoleofWorkers’Education...............................185.UnemploymentRateandExposuretoEVProduction:TheRoleofWorkers’Age
.........................................196.LaborMarketOutcomesandExposuretoEVProduction:TheRoleofPolicies
............................................20AnnexI.DataSourcesandVariableConstruction........................................................................................24References.........................................................................................................................................................25INTERNATIONALMONETARYFUND2IMFWORKINGPAPERSCarsandGreenTransition:ChallengesandOpportunitiesforEuropeanWorkersI.IntroductionVehiclemanufacturingisundergoingitsmostprofoundtransformationinhistory.
Acombinationofrisingdemandforenvironmentallyfriendlyvehiclesand
regulatoryrestrictionson
emissionsissteeringtheindustrytoproducezero-emissionvehicles,especiallyvehiclespoweredbyelectricity(EVs).Withtheirpaint,frames,wheels,steeringsystemsandinteriors,EVsmaylooksimilartotraditionalinternalcombustionenginevehicles(ICEVs).However,EVsneedbatteries,morewiring,andsimplerelectricmotors,whileICEVshavemorecomplexenginesandneedstarters,fueltanks,exhaustpipesandgears.Asaresult,theamountoflaborinputandcomponentsrequiredtoproduceanEVcouldbesignificantlylowerfromtherequirementsoftraditionalICEVs—aproductwithoneofthelongestandmostcomplexsupplychains.EVswillalsotransformenergymarkets:EVswillincreasedemandforelectricity,requiringmorepowerplantsandhigher-capacitytransmissionlines,andwillreducedemandforgasolineanddieselrefiningandfillingstations.AsDanielYerginnotes,“Today,theEVhasbecomeanexistentialquestionfortheglobalautomotiveindustry.”1
AndtheEUautomotiveindustryandconsumershaverespondedinan
astoundingmanneroverthepast5-6yearstostricterregulatoryrequirements,shiftingconsumerpreferencesand
evolvingfinancialincentives.RegistrationsofnewEVsrosefrom150thousandtonearly2millionintheEUfrom2015to2022.AndmostmajorautomakersarephasingoutnewinvestmentinICEandannouncingnew,ambitious,targetsforEVproductioninEuropeanmarkets.IntheEuropeanUnion,thetransformationoftheautomotivesector
couldhaveprofoundeffectsonemployment.Morethan14?millionpeople(or7percentoftheworkforce)dependon
theautomotivesectordirectlyorindirectlyfortheirlivelihood.Inseveralcountries,theautomotivesectorismacro-critical.Forinstance,inGermany—thelargestcarproducerinEurope—thesectorconstitutesabout20percentofmanufacturing,12percentofemployment,and10percentofgoodsexports.InsomecountriesinCentral,Eastern,andSoutheasternEurope,suchastheCzechRepublicandtheSlovakRepublic,ithasanevenlargerfootprint.Totheextentthatareduceddemandforworkersintheautomotivesectorbecauseofthetechnologicaltransformationisnotoffsetbyhigherlabordemandinotherpartsoftheeconomyand/orthedisplacedautoworkerscannoteasilyreallocatetogrowingeconomicsectorsorregions,theswitchtoEVproductionmaybringsignificantadjustmentcosts,atleastintheshorttomediumrun.Tominimizethepotentiallossfromtheautomotivesector’stransition,manycountriesaroundtheworldareimplementingpoliciestoretainorattractEVmanufacturersandEVcomponents’suppliers,suchastheChipsActintheEU,theInflationReductionAct(IRA)intheUS,andProductionLinkedIncentivesSchemesinIndiaamongothers.The2022USIRA,inparticular,willprovidesubsidiesfor
EVsthatmeetcertain“domesticcontent”requirements,includingassemblyintheUnitedStates,likelyputtingEUfirmsatacostdisadvantageandtriggeringfirmstorelocatetheirproductionto
theUnitedStates.TheEUisconsideringadoptinga“GreenIndustrialPlan”inresponse,which
couldrelaxcompetitionrulestemporarilytoallowforexpandedsubsidiestofirms,inparttoneutralizetheproduction-shiftingincentivesprovidedbytheIRA.Eventhoughthereisconsiderableconcernaboutthelabormarketimplicationsoftheautomotivetransition,westillknowverylittleabouthowthisprocessmightplayout.AsarguedbyGalgóczi(2019)regardingtheemploymenteffectsoftheautosector
transformation,“theonlycertaintyisthatthechangeswillbemassiveandthatalmostalljobsintheindustrywillbeaffectedtosomeextent.”Studiestodatehavemodelledthe1
Yergin,Daniel“TheNewMap:Energy,ClimateandtheClashofNations.”Chapter37TheElectricCharge.INTERNATIONALMONETARYFUND3IMFWORKINGPAPERSCarsandGreenTransition:ChallengesandOpportunitiesforEuropeanWorkerspotentialemploymenteffectsofthetransitiontoEVsthroughbottom-uportop-downapproaches(explainedbelow).Thesestudieshavepresentedawiderangeofestimatesofthepotentialjoblosses(orgains)fromtheautomotivesectortransitiontoEVsdependingonassumptionsaboutEVdemand,thedistributionofproductionofcarpartsandtheirassemblyacrosscountries,andpolicyresponses.However,tothebestofourknowledge,thereisnoempiricalevidencethusfarontheimpactoftheswitchtoEVproductiononautomotivesectorworkersandregionallabormarkets,duenotleasttotherelativenewnessofelectricvehicleproductioninEurope.ThispaperaimstofillthisgapintheliteraturebyexaminingempiricallythelinkbetweenemploymentandproductionofEVsusingdatafromtheEU.Todoso,wetakeadvantageofthe
rapidexpansionofEVproductionsince2017andthecross-countryheterogeneityinthespeedofexpansionacrossEUcountriesintwosimpleandcomplementarydifference-in-differenceexercises.First,usingsectoralemploymentdata,wedemonstratethatemploymentinsectorsexposedtoICEVgrewsignificantlyslowerthaninothersectorsinEUcountrieswheretheshareofEVexportsintotalcarexportsgrewrelativelyfasteroverthe2015-19period.2WhilethisfirstpieceofevidenceissuggestiveofthedragtheswitchtoEVproductionmighthaveonemploymentinICE-relatedsectors,itdoesnotspeaktotheoveralllabormarketconsequencesoftheautomotivesector’stransformation.Ifworkersthatmighthavebeenemployedintheautomotivesector
–wereitnotfortheswitchtoEVproduction–caneasilyfindjobsinothersectors(forexample,intheexpandingindustriesthatprovideEVuseinfrastructure),thenoverallemploymentmightnotbeadverselyaffected.Oursecondempiricalexercise,however,suggeststhiswasnotthecase.Usingsub-regionalemploymentdataacrossEUcountries,weshowthatregionswithinacountrythatweremoreexposedtocarmanufacturingthroughtheiremploymentmixpriortotheEVtake-offexperiencedrelativeemploymentlosses(orsmalleremploymentgains)incountrieswhereEVexportsgrewrelativelyfaster.Encouragingly,thereissuggestiveevidencethatlabormarketpolicieswereabletooffsetsomeoftheseeffects.Thelinkbetweenthepotentialexposuretoelectricvehicleproductionandregionalemploymentissignificantlysmallerincountrieswithhigherspendingonworkers’training.Moreover,usingdetailed
datafromGermany,wefindthatgiventheirskills,workersintheautomotivesectorhaveafairchance
toreallocateto“green”sectors,thosewithahighshareofgreenoccupations,whicharemorelikelytoexpandduringthegreentransition.Takentogether,theresultsinthispapersuggestthatthetransformationoftheautomotivesectormayhaveadverseemploymentconsequencesforworkersinvehiclemanufacturingandICEVrelatedsectors.However,strongactivelabormarketpolicies,particularlythosefocusedonworkerstraining,couldeasetheprocess,andhelpspeedtheadjustmenttotheprofoundtransformationoftheautomotivesector.Ourpapercontributestoseveralstrandsofliterature.First,itcomplementsexistingstudiesontheramificationsofthetransformationofthecarindustryforworkersbyprovidingthefirstempiricalestimatesofthelinkbetweenEVproductionandemployment.Existingstudies,mostlyconductedbypolicyinstitutions,consultingfirmsandautomotiveindustryassociations,havegenerallyfollowedtwoapproaches.Usingthebottom-upapproachofcountingthenumberof
laborhoursneededtoproduceeachpartofavehicleandassemblethem,Baueretal.(2018)findthatbetween11and35percent(23,000-97,000)fewerworkerswouldbeneededin2030,dependingontheshareofEVsinyearlysales(25-80percent).Moreoptimistically,Küpperetal.(2020)findthatEVsrequireaboutthesamelaborefforttoproduceasICEVs,thoughlabor-hoursneededwouldbe72
Ourfindingsarerobusttoexpandingthetimehorizontoinclude2020.However,giventheCOVID-19pandemicandthedemandandsupplyshocksthatwereespeciallydisruptivefortheautosector(seeBoranovaetal.2022),ourbaselinespecificationsexcludethepost-COVID-19period.INTERNATIONALMONETARYFUND4IMFWORKINGPAPERSCarsandGreenTransition:ChallengesandOpportunitiesforEuropeanWorkerspercentloweriftheproductionandassemblyofbatterycellsisoutsourced.3
Bycontrast,varioustop-downapproachesappliedtoselectcountrieshaveestimatedtheeffectsoftheEVtransitiononeconomicactivity
atthenationallevel,whichthenaffectsfirms’demandforworkers.FortheUS,Barrettetal.(2021)proposescenariosforthesalesofdifferenttypes
ofvehiclesandestimate75,000joblossesovertimeiftheUSdoesnotcaptureagreatershareofglobalEVpowertrains(electricmotorsandbatteries).4
M?nnigetal.(2019)analyzescenariosofvehiclesalesinGermanyandfindthattheEVtransitionultimatelyleadstonetjoblossesof114,000by2035.Usinganalternativemodelofeconomicactivity,energyuseandgreenhousegasemissions,EuropeanClimateFoundation
(2017),ontheotherhand,predicts145,000morejobsinGermanyby2030ifnewvehiclemodelsaredevelopedthaninascenariowhereoldcarscontinuetobereplacedbycurrent,morefuel-efficientmodels,butnewmodelsarenotdeveloped,asgainsfromenergyefficiencymorethanoffsetshighercostsofvehicleproduction.5,6Ourpaperalsocontributestothegrowingempiricalliteratureontheeffectsoftechnologicalprogressonlabormarketoutcomes(see,forexample,GraetzandMichaels,2015,Gregoryetal.2016,AcemogluandRestrepo,2017,AutorandSalomons2017,2018,
Edinetal.2019,Grigoli,Kóczán,andTopalova,2020).Relativetotheexistingstudies,wefocusononeparticularsector,theautomotiveindustry,whichisnotonlymacro-criticalinmanyEuropeancountriesbutisalsoundergoingamajortechnology-enabledtransformation.Finally,ourstudyalsoaddstothegrowingliteratureontherealeconomiccostsofthegreentransitionandclimatemitigationpolicies,andthepotentialemploymentshiftsthatthesecouldimply(see,amongothers,IMF2022a;IMF,2022b;Bluedornetal.,2022).7Theremainderofthepaperisorganizedasfollows.SectionIIdocuments
keystylizedfactsabouthowtheautomotivesectorischangingandthepolicyagendathatunderpinthisrapidtransformation.SectionIIIempiricallyestimatesthepotentiallabormarketconsequencesofthetransitionbyexploitingtheheterogenousimpactacross
sectorsandacrossregionswithinEurope.SectionIVfocusesontheroleofactivelabormarketpoliciesinthisprocess.SectionVexaminesthereallocationprospectsoftheworkersatriskfromthemost-hitsegmentsoftheautomotivesector,andSectionVIconcludes.II.TheTransition
toEVsTheEuropeanautomotivesectorisinthemidstofahistorictransformationand
its“futurelookselectric”(Delanoteetal.,2022).MajorautomakersarephasingoutICEinvestmentsandannouncingnewtargetsforEV3
Otherbottom-upstudiesincludeSpathetal.(2012),Baueretal.(2020),NPM(2020),andKuhlmannetal.(2021).4
Alternatively,jobgainscouldreach150,000iftheUScapturesthesamemarketshareasithasofICEVpowertrains(engineandauxiliarysystems)andincreasestheshareofdomesticallysoldvehiclesthataredomesticallyproducedfrom50to60percent.5
Othertop-downstudiesincludevondemBachetal(2020),Bernardtetal.(2022),Prandinetal.(2022),M?nnigetal.(2021),Schadeetal.(2014),andTAB(2012).6
Otherstudiesdonotuseeconomicmodels.CLEPA(2021)startfromjudgementsaboutthelikelydevelopmentofproductionindifferentsectorsandfindthat275,000jobswouldbelostovertimeinEuropeiftailpipeCO
emissionsare100percentlowerin22035andbatteriesarelocallyproduced.CountingthejobsconnectedwithICEVtechnology,Falcketal.(2021)findthat613,000jobswouldbeaffectedbytheEVtransition,thoughthisnumberexcludesjobsneededforEVproductionorinfrastructureexpansion.7
Academicstudiesoftheautoindustryhavelargelyfocusedonestimatingstructuralmodelsofdemandandsupplyandevaluatingvarioustradepolicies(Feenstra,1984,Feenstra1988,Goldberg,1995,GoldbergandVerboven,2001).Morerecently,agrowingliteratureexaminestheadoptionofEVsbyconsumersandtheeffectivenessofincentivesschemes(see,forexample,Anghel,AucielloandLacuesta,2022,AzarafsharandVermeulen,2020,ClintonandSteinberg,2019,
Jenn
etal.,2018,Merskyet
al.,2016,MuehleggerandRapson,2022,Münzeletal.,2019,Weeet
al.,2018).INTERNATIONALMONETARYFUND5IMFWORKINGPAPERSCarsandGreenTransition:ChallengesandOpportunitiesforEuropeanWorkersproduction.SalesofEVsandhybridsexceeded45percentofautomotivesalesin2022,fromlessthan2percentin2016,andproductionandexportsofEVshave
experiencedunprecedentedgrowthin
recentyears.EuropeanEVexportsin2020morethanquadrupled
relativeto2015,amountingto7percentoftotallight-weightpassengercarexports.
Inabsolutevalue,GermanyexportedthemostEVsamongEuropeancountriesin2020.ForcountrieslikeBelgium,Austria,andtheNetherlands,EVcontributedmorethan10percentoftotalcarexports(Figure1).Figure1.ExportsofElectricVehiclesElectricVehicleExportsShareofElectricVehicleExports
inTotalVehicleExpor(Aggregate
ofEuropeancountries)(Percentage
point,aggregate
ofEuropeancountries)876543210252015105120010008006004002000ValueValue,bn€Weight0201120132015201720192011
2012
2013
2014
2015
2016
2017
2018
2019
2020Sources:Comext.Sources:Comext.ElectricVehicleExportsShareEVinTotalPassengerVehicleExports(million
Euro)(Percentage
points)2520151058765432102020
20112020
20110Sources:Comext.Sources:Comext.Alongsidethesharpincreaseinsupply,demandforEVsandhybridsrosesignificantly,supportedbysizabletaxincentivesandsubsidies.
8
InGermany,theshareofEVandhybridcarsaccountedfor
almosthalfoftotalnewcarregistrationsin2022—fivetimeshigherthanthatin2019.In2022,morethan94percentofnewcarregistrationsinNorwaywerefor
EVsandhybridcars.Sweden,theNetherlands,Finland,IcelandandDenmarkalsohadnewEVandhybridregistrationssharesabove
55percentin2022.WhiletheEUandotheradvancedEuropeancountriesareleadersintheadoptionofEVsandhybridvehicles,demandisgrowingatafastpaceinmanylargemarkets,includingChina,KoreaandtheUS(Figure2).8
ExistingstudiesshowthatEVsubsidiessignificantlyincreasetheuptakeofEVs(see,forexample,Münzeletal.,2018,forareviewoftheliteratureandMuehleggerandRapson,2022,forevidencefromtheUS).INTERNATIONALMONETARYFUND6IMFWORKINGPAPERSCarsandGreenTransition:ChallengesandOpportunitiesforEuropeanWorkersFigure2.NewRegistrationsandSalesofElectricVehiclesNewCarRegistrationsintheEUNewCarRegistrationsintheEU(Numberinmillion)16(Bycountry,
2022)BGRCYPLVAEVHybridPetrol/DieselOthers1412108LTUESTSVNHRVLUXSVKCZEGRCIRLEVHybridPetrol/DieselOthersROUHUNFINPRTDNKAUTBEL64POLNLDSWEESP2ITAFRADEU02014
2015
2016
2017
2018
2019
2020
2021
202201Millions23Sources:EuropeanAutomobile
Manufacturers'
Association.Sources:EuropeanAutomobile
Manufacturers'
AssociationINTERNATIONALMONETARYFUND7IMFWORKINGPAPERSCarsandGreenTransition:ChallengesandOpportunitiesforEuropeanWorkersEVcharginginfrastructureisalsogrowingatafastpaceinEurope.TheexpansionofchargingstationsFigure3.ElectricVehicleChargingStations(2012to2020)outstrippedthegrowthinEVregistrationsin2010s,especiallyintheNetherlands,France,andGermany,thoughthepacehasslowedinrecentyears.Countriesalsovaryintheavailabilityofchargers.TheNetherlandshasthehighestchargingstationdensity,
butmostothercountriesarefarbehind(Figure3).ThestronggrowthinelectrificationoftheautomotivesectorinEuropewasdriventoalargeextentbychangesintheregulatoryenvironment,asEuropehassetoutambitiousgreenhousegas(GHG)emissionsreductiontargets.TransportisanimportantsectorforSources:EuropeanAlternativeFuelsdecarbonization.ItaccountsforonequarterofglobalObservatory,EuropeanEnvironmentAgency.(andEU)CO
emissions,withalmosthalfofthose2comingfromlightdutyvehicles.9
Thetransitiontobattery-poweredelectricvehiclescouldplayamajorroleinreducingemissionsinthetransportsector.10
Thefulllife-cycleGHGemissionsofEVsarearoundhalfofthoseofICEV,andthegapwilllikelywidenwiththeincreasingroleofrenewablesinmanufacturingand
electricitygeneration.Forexamples,IEA(2022)estimatesafurther25percentpotentialreductioninGHGemissionsfromEVswithlow-carbonelectricity(IEA,2022).TheEUcurrentlyaimsforitsfleetofcarstoachieve
95gramsandlightcommercialvehicles(‘vans’)147gramsofCO
perkilometer(EURegulation2019/631).Thesetargetsapplytotheaverage
tailpipeemissionsofall2carsandvansregisteredforthefirsttimeintheEUeachyear.Toachievethesetargets,bindingrequirementsaresetoneachmanufactureraccordingtothe
physicalweightoftheirvehicles.Manufacturersofheaviervehicles,likeBMWandDaimler,facelowerrequirementsthantheEU-widetarget,andmakersoflightervehicles,likeFiatandRenault,facestricterrequirements,suchthatthetargetsareachievedonaverageacrossallmanufacturers.11
Ifamanufacturerexceedsitsemissionsrequirementinagivenyear,themanufacturerisliabletopayafineforeachgramperkilometerinexcessofitsrequirement.12
TheseEUtargetsaresettostrengthenovertime.By2025,carsandvansshould
emitnomorethan81and125gramsofCO
per2kilometer,respectively,andby2030,thesetargetsdropfurtherto59and101grams
ofCO
perkilometer.29
Studiesalsoestimatethatthecombustionoffossilfuelsintransportcontributesto
about242,000prematuredeathseachyearworldwide(Chamblissetal.,2014).10
Thedifficultyofdecarbonizingheavytrucks,shippingandairlinesputsextraburdenondecarbonizinglightdutypassengervehicles.11
Thereareatleasttwomaterialexemptionsintheregulationthatmakeiteasierformanufacturerstocomplywith.First,differentmanufacturerscanpooltheiremissions,effectivelybeingregulatedasoneentity.Second,theregulationoffersmanufacturersadditionalincentivestosellzero-andlow-emissionsvehicles(thoseemitting50gramsorlessofcarbondioxideperkilometer).Theseincentives,availableuntil2022,allowmanufacturerstocountsuchvehiclesmorethanonceinthecalculationoftheiremissions.12
Currently,thefineissetat€95foreachgramperkilometermorethantherequirement.Forexample,iftheemissionsofavehicleexceeditstargetby10gramsperkilometer,and100,000vehiclesofthemanufacturerwereregisteredintheEUthatyear,themanufacturermustpayapenaltyof€95million.Asof2021,theemissionsrequirementsarebasedontheworldwideharmonizedlightvehiclestestprocedure(WLTP).Topreventcheatingonemissi
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