王建昕+清华+缸内直喷发动机氧化模型预测
更新时间:2023-07-18 06:43:01 阅读量: 实用文档 文档下载
- 王建昕 清华大学推荐度:
- 相关推荐
ProceedingsCombustionInstitute
/locate/proci
ofthe
ProceedingsoftheCombustionInstitute33(2011)
3151–3158
Adetailedoxidationmechanismforthepredictionofformaldehydeemissionfrommethanol-gasoline
SIengines
FanZhang,ShijinShuai ,ZhiWang,XiaZhang,JianxinWang
StateKeyLaboratoryofAutomotiveSafetyandEnergy,TsinghuaUniversity,Beijing100084,China
Abstract
Iflow-contentmethanol-gasolineblendedfuelsareutilizedincurrentPFIgasolineengines,formalde-hydeemissionneedstobeintensivelyevaluated.Inthisstudy,adetailedcomprehensivemethanoloxida-tionmechanismwasdeveloped,basedonpresentreactionrateconstantandpathinformation.Thein uenceofCH,CH2(S),andCH2(T)radicalspeciesandnitricoxidewasconsideredinthemechanism.Shock-tubeand ow-reactordatawereusedtovalidatethemechanism.Numericalsimulationsofallsys-temswereconductedbyCHEMKIN-basedprograms.Inordertoconstructamethanol-gasolinemecha-nism,anoxidationmechanismofgasolinesurrogatewascombinedwiththemethanolmechanism.Thegasolinesurrogatemechanismwasformedwithiso-octane(iso-para nrepresentative),toluene(aromaticrepresentative),and1-hexene(ole nrepresentative).Themethanol-gasolinemechanismwasvalidatedbythejet-stirredreactor(JSR)experimentdata.Thesimulationresultsoftheproposedmechanismhaveagenerallygoodagreementwiththeexperimentaldata.Sequentially,theBoostenginecyclemodelwasestablishedandcoupledwiththemethanol-gasolinemechanismtosimulatetheformaldehydeemissionsofthelow-percentmethanol-gasolineblendedfuelsfromaSIengine,andalsoappliedtopredicttheemis-sionsofthehigh-percentblendedfuels.TheexperimentaldatafromtheSIenginewereobtainedbytheFTIR(Fouriertransforminfrared)spectrometer.ThesimulationresultsofSIenginesachieveagoodcon-sistencywiththeexperimentalresults.
Ó2010TheCombustionInstitute.PublishedbyElsevierInc.Allrightsreserved.
Keywords:Methanol;Gasoline;Oxidationmechanism;Emissions;Formaldehyde
1.Introduction
Asaliquidfuel,methanolcanbeproducedfromagreatnumberofdi erentrawandrenew-ablematerialresources.Theutilizationofcoal-generatedmethanolasapracticalalternativefuelisoneofthemostrealisticoptionsforChina,due
Correspondingauthor.Fax:+861062772515.
E-mail(S.
Shuai).
address:sjshuai@
tothe“oil-lean,gas-lacking,andcoal-rich”struc-tureofChineseenergyresources[1].However,formaldehydeemissionfrommethanolenginesisharmfultotheenvironmentaswellastohumanhealth.Thus,iflow-contentmethanol-gasolineblendedfuelsareutilizedincurrentPFI(PortFuelInjection)gasolineengines,formaldehydeemissionneedstobeintensivelyevaluated.
Thenumericalsimulationmethodcouldbedevelopedasausefulengineeringtooltoinvesti-gateunburnedmethanolandformaldehydeemissionsfrommethanolengines.Thus,detailed
1540-7489/$-seefrontmatterÓ2010TheCombustionInstitute.PublishedbyElsevierInc.Allrightsreserved.doi:10.1016/j.proci.2010.07.029
3152F.Zhangetal./ProceedingsoftheCombustionInstitute33(2011)3151–3158
chemicalkineticmechanismsformethanoloxida-tionshouldberesearched.Thereareabout10kindsofmethanoloxidationmechanismsshowninthepastliterature.Bowman[2]developedthe rstdetailedmechanismsbasedonshock-tubeexperiments,despitefacingdi cultiesinpredict-ingmethanolignitiondelayperiodinlowtemper-ature(<1800K)causedbyalackofelementaryratedata.Subsequently,WestbrookandDryer[3]developedthe rstcomprehensivekineticmodelofmethanoloxidation,whichhadasuc-cessfulveri cationwith ow-reactorandshock-tubedatainawidetemperaturerange.TheshortageisthatsomeelementaryrateconstantandreactionpathinformationwerelackedandCH3Owasneglectedinthemechanism.NortonandDryer[4]undatedtheWestbrookandDryermechanismusingmorecurrentrateconstantsandthermochemicalparameters,andidenti edtheimportanceoftheHO2radicalinthemethanolcombustionprocess.Anewsetof ow-reactordatawasusedtoverifythemechanism.Themeth-anoloxidationmechanism,madebyEgolfopoulosetal.[5],hadanexcellentagreementwiththeexperimentallaminarspeedand ow-reactordataoverarangeofinitialtemperaturesandpressures.However,therewasabadpredictionofmethanolignitiondelayperiodcomparedwithBowman’sshock-tubemeasurements.Grotheeretal.[6–8]subsequentlydevelopedacomprehensivemecha-nism,whichcouldpredictbothlaminarburningvelocitiesandauto-ignitioninspark-ignition(SI)engines.Accordingtosensitiveanalysis,itcon-cludedthatsomereactionshadagreatimpactonlaminarburningvelocities,suchasthebranch-ingratiobetweenreactionsCHandCH3OH+OH=CH2OH+H2Oradical3OH+OH=CHHspeciessuchas3O+2O.AlthoughCH,CH2(S),andCH2(T)wereomittedintheHeldandDryer[9]mechanism,ithasagoodagreementwithshock-tube, ow-reactor,andpremixedlam-inar amesexperimentaldataoverawideapplica-blerange.Lindstedtetal.[10,11]providedamethanoloxidationmechanism,containingCH,CH2(S),andCH2(T)radicalspecies.Itcanbeusedtocalculatethelaminar ameburningspeed,ignitiondelayperiod,andvariousemissions.BasedontheHeldandDryermechanism,LiandWilliams[12,13]constructedaclassi edmeth-anoldetailedmechanism,usingCO/H2O/H2/O2,CH2O,andCH3OHreactionsandnewreactionrateconstantandthermodynamicdata.Christianetal.[14]hadstudiedtheoxidationofmethanolina ow-reactorexperimentallyunderdiluted,fuel-leanconditionsat650–1350K,overawiderangeofOout2concentrations(1–16%),andwithandwith-thepresenceofnitricoxide.Atpresenttheresearchontheoxidationmechanismofmetha-nol-gasolineblendedfuelisrare.Casimiretal.[15]developedadetailedchemicalkineticreactionmechanismresultingfromthemergingofvali-
datedkineticschemesfortheoxidationofthecomponentsofthepresentM85(methanol-gaso-lineblendedfuelcontaining85%methanol)surro-gate.GoodagreementbetweentheexperimentalresultsandthecomputationswasobservedunderthepresentJSRconditions.
Inthisstudy,adetailedcomprehensivemetha-noloxidationmechanismwasdeveloped,basedonpresentreactionrateconstantandpathinforma-tion.Thein uenceofCH,CHicalspeciesandnitricoxidewas2(S),andCHconsidered2(T)rad-inthemechanism.Shock-tubeand ow-reactordatawereusedtovalidatethemechanism.Inordertoconstructamethanol-gasolinemechanism,anoxi-dationmechanismofgasolinesurrogatewascom-binedwiththemethanolmechanism.Thegasolinesurrogatemechanismwasformedwithiso-octane(iso-para nrepresentative),toluene(aromaticrep-resentative),and1-hexene(ole nrepresentative).Themethanol-gasolinemechanismwasvalidatedbythejet-stirredreactor(JSR)experimentdata.Sequentially,theBoostenginecyclemodelwasestablishedandcoupledwiththemethanol-gasolinemechanismtosimulatetheformaldehydeandnitricoxideemissionsofthelow-percentmethanol-gaso-lineblendedfuelsfromaSI(Sparkignition)engine,andalsoappliedtopredicttheemissionsofthehigh-percentblendedfuels.TheexperimentaldatafromtheSIenginewereobtainedbytheFTIR(Fouriertransforminfrared)spectrometer.Numericalsimu-lationsofallsystemswereconductedbyCHEM-KIN-basedprograms.2.Methanolmechanism
Themethanolmechanismisbasedonthatpro-posedpreviouslyfortheoxidationofmethanol.Theproposedkineticreactionmechanismhas46speciesand247reversiblereactions.ThebasicC/H/Oreactionrateconstantsandpathinforma-tionoftheproposedmechanismarebasedontheHeldandDryer[9]mechanism.Theclassi edCO/H2O/H2/O2,CH2O,andCHmechanism3OHreactionsfromtheLiandWilliams[12,13]areadded.ThereactionsinvolvingCH,CH(T)radicalspeciesarebasedontheLindstedt2(S),andCHetal.2[10,11]mechanism.ThereactionsrelatedwithnitricoxidefromtheChristianetal.[14]mecha-nismarealsoaddedintotheproposedmechanism.Thefullmechanism,includingthermochemicaldata,isavailableasSupplementalmaterial.
Predictionsutilizingthepresentmethanoloxi-dationmechanismhavebeencomparedwiththeexperimentaldata.Forhightemperaturecombus-tion,shock-tubeexperimentsareoperatedatthehighertemperaturerangeof1500–2500K.Formethanoloxidationconditions,theexperimentaldataofBowman[2]weremodeledbythepresentmethanolmechanism.Theshock-tubecon gura-tionwasnumericallysimulatedasanadiabatic,
F.Zhangetal./ProceedingsoftheCombustionInstitute33(2011)3151–3158
Table1
InitialconditionsofCH3OH/O2/Armixturesinashock-tube.
CH3OH(%)
MixtureMixtureMixtureMixture
1234
2.0010.751
O2(%)4.0021.501
Ar(%)94.0097.0097.7598.00
Pressure(atm)1.453.254.153.1
3153
Table2
InitialconditionsofCH3OH/O2/N2mixturesin ow-reactors.T(K)10001030949
P(atm)112.5
U1.61.220.83
CH3OH0.007350.009430.00333
O20.0068910.0115940.006018
N20.9857590.9789760.990652
constantvolumesystem.Theinterestparameterofshock-tubedataisignitiondelaytimes.Itisde nedasthetimeintervalwhichtheproductofCO-andO-atomconcentrationsreachesthemax-imum.Table1showstheInitialconditionsofCH3OH/O2/Armixturesina3.8cmstainlesssteelshock-tubeperformedbyBowman[2].Allmen-tionedmixturesweremodeledandrepresentativeresultsformixturesofCH3OH/O2/ArconditionsareshowninFig.1.Itindicatesthereisanexcel-lentagreementbetweencomputedandexperimen-talvaluesofignitiondelaytimes.
Flow-reactorexperimentsessentiallybridgethegapbetweenstatic-reactorandshock-tubeexperi-mentsfortheunderstandinganddevelopmentofkineticschemes.Reactor-typeexperimentsprovideinformationforthelowandintermediatetempera-tureregimestypicallyintherangeof800–1200K.Adiabaticsolutionswereadoptedforthenumericalmodelingofthe ow-reactordata.Inthepresent
investigationthedataofAronowitzetal.[16],NortonandDryer[4],andHeldandDryer[17]foroxidationconditionsweresimulated.Theexperimentalconditionsof parisonsinFigs.2–4demonstratethatthecalculatedspeciesandtem-peraturepro lesareingenerallygoodagreementwiththespeciestimehistorymeasurementsin ow-reactors[16,4,17].Forallcases,thepredictedpeakvaluesandlocationsofCOareclosetotheexperimentaldata.CH2O,thekeyspeciesformeth-anoloxidation,alsohasagoodagreementbetweencomputedandexperimentalconcentrationpro les.However,thecomputedlevelofH2istoohigh.3.Methanol-gasolinemechanism
Themethanol-gasolineoxidationmechanismisanoxidationmechanismofgasolinesurrogatecombinedwiththemethanolmechanism.Thegasolinesurrogatemechanismwasformedwithiso-octane(IC8H18,iso-alkanerepresentative),
3154F.Zhangetal./ProceedingsoftheCombustionInstitute33(2011)3151–3158
toluene(C7H8,aromaticrepresentative),and1-hexene(IC6H12,alkenerepresentative).Theiso-octaneand1-hexenemechanismsarebasedonCurranetal.[18]mechanism.Thetoluenemecha-nismisobtainedfromGustavssonandGolovit-chev[19]mechanism.Theproposedmethanol-gasolinemechanismhas113speciesand669reversiblereactions.Thebasechemistryofthemethanol-gasolinemechanismisthesamewiththatofthemethanolmechanism.Thus,thecom-binationwiththesurrogatedfuelmechanismwillnota ectthepredictabilitywiththemethanolmechanism.Thefullmechanism,includingther-mochemicaldata,isavailableasSupplementalmaterial.
Inthedetailedmechanism,CH3OH rstlyreactswithsmallmolecular(H,OH,HO2andO2)bythedehydrogenationorthermalpyrolysisreac-tion.CH2OHandCH3Oaregeneratedbythedehy-drogenation.Themainformationofmethanol
F.Zhangetal./ProceedingsoftheCombustionInstitute33(2011)3151–3158
Table3
InitialconditionsoftheM85surrogatemixturesinajet-stirredreactor.U12
CH3OH0.0038050.003805
IC8H180.0000980.000098
C7H80.0000680.000068
IC6H120.0000290.000029
O20.0078080.003904
N20.988260.992164
3155
P(atm)1010
thermalcrackingisCH2(S).Afterthefurtheroxi-dationofCH2OHandCH3O,theimportantmid-dleproductCH2Oisgenerated.HCOisgeneratedbythefurtherdehydrogenation.HCOistrans-formedintoCObythedehydrogenation.Eventu-allyCOisoxidizedintoCO2.TheoxidationreactionapproachofIC8H18andairhasastrongselectivityvariedwiththetemperature.Itcanbedividedintolowtemperature,intermediatetemper-atureandhightemperaturereactionphases.Inthelowtemperaturestage(600K<T<900K),aftertwostageofoxygenationIC8H18isdecomposedintoaldehydeandOH.Inintermediatestage(900K<T<1050K),thehydroxylC8H17istrans-formedintoole nsandH2O2.Inthehightempera-turestage(T>1050K),OHisgeneratedinalargenumber.FuelmoleculesarequicklytransformedbyOH.ThegeneratedCOreactswithOHunderhightemperatureandCO2isgenerated.C7H8 rst
reactswithO2,OH,O,andHtogenerateC7H7bythedehydrogenation.C7H7istransformedintoC6H5afterthefurtherdehydrogenation.ThedecompositionofC6H5formsC2H2andC4H3low-carbonhydrocarbons.Aftertheoxidationreaction,COandCO2aregenerated.C6H11is rstlygeneratedbythereactionbetweenIC6H12andOH,CH3.AfterthefurtherpyrolysisreactionC3H7andC3H5low-carbonhydrocarbonsaregen-erated.CH3CHOandCH2Oareformedbytheoxi-dationreactions.FinallyCO2isgeneratedaftertheoxidationreaction.
Inthestudy,thedetailedmethanol-gasolineoxidationmechanismisusedtosimulatetheoxida-tionofM85surrogatemixturesinajet-stirredreac-tor(JSR).InitialconditionsoftheM85surrogatemixturesaregiveninTable3.TheoxidationofthesemixturesisperformedinaJSRata xedres-idencetimeof0.7sandat10atm[15].Figures5
3156F.Zhangetal./ProceedingsoftheCombustionInstitute33(2011)3151–3158
and6showthecomparisonbetweenexperimentalandmodelingresultsatU=1and2,respectively.Itindicatesthatthesimulationresultsofthepro-posedmechanismhaveagenerallygoodagreementwiththeexperimentaldata.However,thedi erencebetweensimulatedandexperimentaldatabecomeslargerinthehightemperatureregion.
4.SIenginesimulation
Inthisstudy,theBoostenginecyclesimulationsoftwareiscoupledwiththeCHEMKINprogramtosimulateSIengines.Boostisutilizedtosimu-latetheheatreleaseprocessofenginecombustion.AteachcalculationtimestepBoostprovidesthecorrespondingtemperatureTandpressureP,whicharede nedastheinputconditionsofCHEMKINtocalculatethevariationofeachspe-cies.Inthisway,thesimulationcanprovideamoreaccuratedescriptionoftheheatreleasepro-cessofSIengines.Thecoupledchemicalreactionkineticsisalsoabletocalculatethereactionvari-ationofeachspecies.
ingtheFouriertransformmethod,theabsorptionspectrum(intensity/wavelength)iscalculatedfromthedetectedinterferogram(inten-sity/time).Theindividualexhaustgascomponents
Table4
EQ491ienginesimulationparameters.Ignitionadvanceangle(°CA)26Enginespeed(r/min)2400EngineTorque(Nm)120Bore(mm)90.82Stroke(mm)
76.95Compressionratio
8.9Connectingrodlength(mm)
127
Table5
BoundaryandinitialconditionsofSIenginesimulation.Intakepressure0.1MPaIntaketemperature30°CExhaustpressure0.1MPaCylinderpressureat0.5MPaexhaustvalveopen
Cylindertemperatureat730°C
exhaustvalveopen
aredeterminedfromthespectrumbyusingrefer-encespectra(fromtheFTIRevaluationmethodpackages)andspeciallydevelopedmathematicalfunctionstominimizecrossinterference.ForHCHOcalibration,avaporizerwasembeddedintheFTIRwithaddingasolutionofformalde-hyde/H2O(0.01mol/L)tocalibratetheformalde-hydeemission.Forformaldehydemeasurementrangeof0–1000ppm,themeasurementaccuracyis3ppm.Thesamplingturnoverfrequencyis2Hz.Thevolumeofthesamplecellis200mL.Theopticalpathlengthis2m.Thewavenumberresolutionis0.5cmÀ1.Thesamplelinesandgascellareheatedto190°C(gascell185°C)topre-ventthecondensationandpolymerization.
Figure7givesthecalculatedcylinderpressurecurveofM30fuelusingthecombustionmodel,comparedwiththetestdata.Seenfromthe gure,thecylinderpressurecurveofthesimulatedresultsandexperimentaldataarebasicallythesame.
Figure8givesthecomputedformaldehydeemissionsofdi erentproportionalmethanol-gasolineblendedfuels.Thedual-zonecombustionmodelisadoptedinthecombustionphaseshown
F.Zhangetal./ProceedingsoftheCombustionInstitute33(2011)3151–31583157
inFig.8.Themolefractioninthisphaseisthecombinationofburnedareaandunburnedarearesults.SeenfromFig.8,formaldehydeisgradu-allygeneratedafterthestartofthecombustion.After0°CAthereisacertainamountofformal-dehydeconsumptionduetothetemperaturerise.ThemodelsetsthattheintakeairstartsatÀ368°CA.Atthistimethemolefractionofform-aldehydereducesduetothechargeoffreshair.AstheendoftheintakeprocessatÀ120°CA,thelowtemperatureoxidationofmethanolreactiontakesplaceinthecylinder.Thus,someofformaldehydebeginstogenerate.Meanwhile,theamountofgen-eratedformaldehydealsoincreaseswiththemetha-nolproportioninmethanol-gasolineblendedfuelsincreasing.Afterthestartofthemixturecombus-tionthecylinderformaldehydestartstoquicklygenerateandthendecreasesbytherapidoxidation.Figure9givesthecomparisonsbetweensimulatedandexperimentalformaldehydeemissionsfromdi erent-contentmethanol-gasolineblendedfuels.AsshowninFig.9,formaldehydeemissionshaveanearlylineargrowthwiththeincreaseofthemeth-anolproportion.TheexperimentaldatafromtheSIenginewereobtainedbytheFTIRspectrometer.Themaximumerrorbetweensimulatedandexper-imentalvaluesofpuregasoline,M10,M20,andM30islessthan50%.Thesimulationresultsachieveagoodconsistencywiththeexperimentalresults.
Theexperimentsusinghighpercentageofmethanol-gasolineblendedfuelsarerestrictedbythefactoroffuelinjectionpulsewidth.Thus,usingtheestablishedenginemodelcanprovideapredic-tionontheformaldehydeemissionsofhigh-contentmethanol-gasoline,asshowninFig.10.Itindicatesthatthehigh-contentmethanol-gasolineblendedfuelgeneratesalargeamountofformalde-hydeemission,about6–8timeshigherthangasoline.
5.Conclusions
Inthisstudy,adetailedcomprehensivemetha-noloxidationmechanismwasdeveloped,basedonpresentreactionrateconstantandpathinfor-mation.Thein uenceofCH,CHnitricoxide2(S),andCH2(T)radicalspeciesandwascon-sideredinthemechanism.Shock-tubeand ow-reactordatawereusedtovalidatethemechanism.Numericalsimulationsofallsystemswerecon-ductedbyCHEMKIN-basedprograms.Inordertoconstructamethanol-gasolinemechanism,anoxidationmechanismofgasolinesurrogatewascombinedwiththemethanolmechanism.Thegas-olinesurrogatemechanismwasformedwithiso-octane,toluene,and1-hexene.Themethanol-gaso-linemechanismwasvalidatedbythejet-stirredreactorexperimentdata.Thesimulationresultsoftheproposedmechanismhaveagenerallygoodagreementwiththeexperimentaldata.Sequen-tially,theBoostenginecyclemodelwasestablishedandcoupledwiththemethanol-gasolinemecha-nismtosimulatetheformaldehydeemissionsofthelow-percentmethanol-gasolineblendedfuelsfromaSIengine,andalsoappliedtopredicttheemissionsofthehigh-percentblendedfuels.ThesimulationresultsofSIenginesachieveagoodcon-sistencywiththeexperimentalresults.Acknowledgments
Thisworkwas nanciallysupportedbytheNationalHighTechnologyResearchandDevel-opmentProgramofChina(“863”Program)“AdaptabilityResearchonMethanolVehicle”,underGrant2006AA11A1A4.AppendixA.Supplementarydata
Supplementarydataassociatedwiththisarticlecanbefound,intheonlineversion,atdoi:10.1016/j.proci.2010.07.029.
3158F.Zhangetal./ProceedingsoftheCombustionInstitute33(2011)3151–3158
References
[1]M.Walter,W.Han,S.Dennis,SAE982207,1998.[2]C.T.Bowman,Combust.Flame25(1975)343.
[3]C.K.Westbrook,F.L.Dryer,Combust.Sci.Tech-nol.20(1979)125.
[4]T.S.Norton,F.L.Dryer,Combust.Sci.Technol.63(1989)107.
[5]F.N.Egolfopoulos,D.X.Du,w,Combust.Sci.Technol.83(1992)33.
[6]H.H.Grotheer,T.Just,Combust.Sci.Technol.91(1993)15.
[7]H.H.Grotheer,S.Kelm,H.S.T.Driver,R.J.Hutcheon,R.D.Lockett,G.N.Robertson,Ber.Bunsen-Ges.Phys.Chem.96(10)(1992)1360.
[8]H.S.T.Driver,R.J.Hutcheon,R.D.Lockett,G.N.Robertson,H.H.Grotheer,S.Kelm,Ber.Bunsen-Ges.Phys.Chem.96(10)(1992)1376.
[9]T.J.Held,F.L.Dryer,Int.J.Chem.Kinet.30(11)(1998)805.
[10]R.P.Lindstedt,G.Skevis,Combust.Sci.Technol.
125(1997)73.
[11]R.P.Lindstedt,G.Skevis,bust.Inst.28
(2000)1801.
[12]S.C.Li,F.A.Williams,bust.Inst.26
(1996)1017.
[13]S.C.Li,F.A.Williams,bust.Inst.27
(1998)485.
[14]L.R.Christian,H.W.Karin,D.J.Kim,G.Peter,
Int.J.Chem.Kinet.40(7)(2008)423.
[15]T.Casimir,M.A.Amir,D.Philippe,EnergyFuels
23(2009)1936.
[16]D.Aronowitz,R.J.Santoro,F.L.Dryer,I.Glass-man,bust.Inst.17(1979)633.
[17]T.J.Held,F.L.Dryer,bust.Inst.25
(1994)901.
[18]H.J.Curran,P.Ga uri,W.J.Pitz,C.K.Westbrook,
Combust.Flame29(2002)253.
[19]J.Gustavsson,V.I.Golovitchev,SAE2003-01-1848,2003.
正在阅读:
王建昕+清华+缸内直喷发动机氧化模型预测07-18
小学英语句型转换方法汇总02-23
安全副经理述职报告01-17
公司热轧作业部质量损失考核管理规定 Microsoft Office Word 文档09-08
保险206-06
150105安装作业规程101-22
河南某活动中心通风与空调工程施工方案_secret07-23
腹痛的诊断及鉴别05-20
5万方轻烃回收方案03-24
- 教学能力大赛决赛获奖-教学实施报告-(完整图文版)
- 互联网+数据中心行业分析报告
- 2017上海杨浦区高三一模数学试题及答案
- 招商部差旅接待管理制度(4-25)
- 学生游玩安全注意事项
- 学生信息管理系统(文档模板供参考)
- 叉车门架有限元分析及系统设计
- 2014帮助残疾人志愿者服务情况记录
- 叶绿体中色素的提取和分离实验
- 中国食物成分表2020年最新权威完整改进版
- 推动国土资源领域生态文明建设
- 给水管道冲洗和消毒记录
- 计算机软件专业自我评价
- 高中数学必修1-5知识点归纳
- 2018-2022年中国第五代移动通信技术(5G)产业深度分析及发展前景研究报告发展趋势(目录)
- 生产车间巡查制度
- 2018版中国光热发电行业深度研究报告目录
- (通用)2019年中考数学总复习 第一章 第四节 数的开方与二次根式课件
- 2017_2018学年高中语文第二单元第4课说数课件粤教版
- 上市新药Lumateperone(卢美哌隆)合成检索总结报告
- 直喷
- 王建
- 清华
- 氧化
- 发动机
- 模型
- 预测
- 妇产科用药-外用栓剂2
- 小学三年级描写芦荟作文
- 某蓄水池施工组织设计方案
- 上海市八校2015届高三3月联合调研考试英语试题 Word版含答案
- (完整word版)2017人教版八上英语完成句子专项练习
- 作文写什么(高中)
- 文学院中文创新试验班核心阅读书目.田杰
- 带教老师在临床护理教学中的作用及工作要求
- 南京大学MBA招生简章
- CuO掺杂对高磁导率MnZn软磁铁氧体性能的影响
- 物业设施设备安全管理培训大纲
- 北京地铁四号线特许经营模式
- 中国“平安城市”安防工程商名录
- 游泳场所经营国家强制性标准
- 调频广播信号降噪处理的小波分析
- 基于Labview虚拟对象的PLC控制实现
- 美国加州5年级科学课程标准简介
- 蛋黄油外涂防治产后乳头皲裂
- 利用阿里旺旺进行网络营销
- 1 Deep-inelastic Electron-Photon Scattering at High Q 2 Neutral and Charged Current Reactio