版权说明:本文档由用户提供并上传,收益归属内容提供方,若内容存在侵权,请进行举报或认领
文档简介
Lesson6TheInternetofThings
(第六课物联网)
Vocabulary(词汇)ImportantSentences(重点句)Multiple-choiceQuestion(多选题)Problems(问题)
ThetermInternetofThingsappearstohavebeencoinedbyamemberoftheRFIDdevelopmentcommunitycirca2000,whoreferredtothepossibilityofdiscoveringinformationaboutataggedobjectbybrowsinganInternetaddressordatabaseentrythatcorrespondstoaparticularRFID.Sincethattime,visionarieshaveseizedonthephrase“InternetofThings”torefertothegeneralideaofthings,especiallyeverydayobjects,thatarereadable,recognizable,locatable,addressable,and/orcontrollableviatheInternet—whetherviaRFID,wirelessLAN,wide-areanetwork,orothermeans.
Everydayobjectsincludesnotonlytheelectronicdevicesweencountereveryday,andnotonlytheproductsofhighertechnologicaldevelopmentsuchasvehiclesandequipment,butthingsthatwedonotordinarilythinkofaselectronicatall—suchasfood,clothing,andshelter;materials,parts,andsubassemblies;commoditiesandluxuryitems;landmarks,boundaries,andmonuments;andallthemiscellanyofcommerceandculture.AlthoughanalystsdefinetheIoTintermsofconnectedeverydayobjects,thenatureoftheconnectionremainstobedetermined.
Atwo-wayconnectionbymeansoftheInternetProtocolconstitutestheidealcase,buttheoriginatorsoftheIoTconceptappeartohaveemphasizedasimplermodelofRFIDqueryandresponse.[1]TheIoTwillbeinextricablefromsensornetworksthatmonitorthingsbutdonotcontrolthings.Bothconnectedeverydayobjectsandsensornetworksbothleverageacommonsetoftechnologicaladvancestowardminiature,power-efficientsensing,processing,andwirelesscommunication.AnalystscommonlydescribetwodistinctmodesofcommunicationintheInternetofThings:thingtopersonandthing-to-thingcommunication.
Thing-to-person(andperson-to-thing)communicationsencompassesanumberoftechnologiesandapplicationswhereinpeopleinteractwiththingsandviceversa,includingremoteaccesstoobjectsbyhumans,andobjects(sometimescalled“blogjects”)thatcontinuouslyreporttheirstatus,whereabouts,andsensordata.
Thing-to-thingcommunicationsencompassestechnologiesandapplicationswhereineverydayobjectsandinfrastructureinteractwithnohumanoriginator,recipient,orintermediary.Objectscanmonitorotherobjects,takecorrectiveactions,andnotifyorprompthumansasrequired.Machine-to-machinecommunicationisasubsetofthing-to-thingcommunication;butmachine-to-machinecommunicationoftenexistswithinlarge-scaleITsystemsandsoencompassesthingsthatmaynotqualifyas“everydayobjects”.
Manyeverydayobjectsalreadyincorporateembeddedmicrocontrollersandwillincreasinglyincludewirelessinterfaces.Typicalmicrocontrollersincorporateamicrocomputer,storage,software,andinterfacesforsensorsandactuatorsthatcanresideaboardeverydayobjects.Withadditionofanetworkinterface,peopleandmachinescanmonitorandcontrolsuchobjectsfromadistance,viatheInternet.Objectscontainingsensorscaninterconnectwithoneanotherandcanbemonitoredbydistantserversorpeople.
Softwarethatresidesinserversand/orInternet-connectedobjectscaninitiateasequenceofevents,withorwithouthumanintervention.[2]Thecombinationofembeddedmicrocontrollers,sensors,actuators,networkinterfaces,andthegreaterInternetmakesitpossiblefortheInternettoevolvefromannetworkofinterconnectedcomputerstoanetworkofinterconnectedobjects.SuchobjectsmayormaynothavetheirownInternetProtocoladdresses.
DevelopersandvisionarieshavedescribedanumberofconceptsthataredistinctyetcloselyrelatedtotheIoT.
SensornetworksneednotbeconnectedtotheInternetandindeedoftenresideinremotesites,vehicles,andbuildingshavingnoInternetconnection.Smartdustisatermthatsomehaveusedtoexpressavisionoftiny,wireless-connectedsensors;morerecently,othersusethetermtodescribeanyofseveraltechnologiesthatrangefromthesizeofapackofgumtoapackofcigarettes,andthatarewidelyavailabletosystemdevelopers.OnemaythinkofthevisionoftinyinstancesofsmartdustasaDisruptiveTechnologiesdevelopmentthatwillariseafteralongperiodofIoTevolution,duringwhichanumberofdisruptionsareforeseeablewellbeforeusablewirelesssensorsshrinktothesizeofgravel.
Ubiquitouspositioningdescribestechnologiesforlocatingobjectsthatmayresideanywhere,includingindoorsandundergroundlocationswheresatellitesignalsmaybeunavailableorotherwiseinadequate.
Biometricsenablestechnologytorecognizepeopleandotherlivingthings,ratherthaninanimateobjects.Connectedeverydayobjectscouldrecognizeauthorizedusersbymeansoffingerprint,voiceprint,irisscan,orotherbiometrictechnology.
MachinevisionisanapproachtotheIoTthatcanmonitorobjectshavingnoonboardsensors,controllers,orwirelessinterfaces.
Generally,nosharpdividinglineexistbetweenIoTandmanyotherInternetrelateddevelopments.JustastheInternetitselfblursboundariesamongdevices,people,organizations,andnationalboundaries,theIoTblursboundariesbetweenITandobjectsthatwedonotordinarilythinkofasIT.1TheEnablingBuildingBlocks
ProgressinthefollowingtechnologieswillcontributetothedevelopmentoftheIoT:
Machine-to-machineinterfacesandprotocolsofelectroniccommunicationsettherulesofengagementfortwoormorenodesonanetwork.
Microcontrollersarecomputerchipsthataredesignedtobeembeddedintoobjectsotherthancomputers.
Wirelesscommunicationisfamiliartomostpeopleinthedevelopedworld.ManydifferentwirelesstechnologieshavethepotentialtoplayimportantrolesintheIoTincludingshort-rangeandlong-rangechannels;aswellasbidirectionalandunidirectionalchannels.[3]Wirelessdevicesidentifythemselves;inpracticevirtuallyallwirelessInternetdevicescontainuniqueidentifiers,includingallcellphonesandWi-Ficlients.However,seethenextbullet.
RFIDtechnologyresemblesanelectronicbarcodethatareaderdevicecandetectevenwithoutlineofsight.SomeRFIDreaderscanidentifymultipleobjectsconcurrently.AndsomeRFIDtag-readerarchitecturessupportsecurityfeaturessuchasrequiringahumanoperatortoinputachallengecodebeforedecodinganID.RFIDhavevaryingsizes,powerrequirements,operatingfrequencies,amountsofrewriteableandnonvolatilestorage,andsoftwareintelligence;rangesvaryfromafewcmtohundredsofmeters.
However,largerdeviceshavinganinternalpowersourcetendtooperateatlongerranges;conversely,smallerdeviceshavingnointernalpowersource(RFengineerssaytheyareilluminatedbythereaderdevice,muchasaradarilluminatesatarget)tendtooperateatshorterranges.Also,architecturesthatsupportmorestorage,rewriteability,andprocessingtendtocostmorethansimplerarchitectures.
Energyharvestingtechnologiescapturesmallbutusableamountsofelectricalenergyfromtheenvironment.Currentenergy-harvestingR&Dconcentratesonadventitioustemperaturevariations,ambientsoundandvibration,andambientRF.UnlikepassiveRFIDs,whichsimplyresonatewhenilluminated,anenergy-harvestingtransducerproduceselectricalpowerthatrunsamicrocontroller,sensor,and/ornetworkinterfaceinwholeorpart.Technically,energyharvestingtransducersrespondnotonlytoadventitioussourcesbutalsotointentionaltransmissionsofpower,say,viaRFandacousticchannels.AdramaticexampleofintentionaltransmissionofpowerviaRFchannel:MIT’srecent“Witricity”demonstrationofclosely-coupledresonators,enablingrelativelyefficientwirelesspowertransfersoveradistanceofafewfeet.
Sensorsdetectchangingattributesintheenvironmentandreportthemtoasystem;sensornetworksaimtoexploitthebenefitsofsensingatmorethanonelocation.Sensorsareatypeoftransducerthatmustproducetheminisculeamountofpowerrequiredtoconveyinformationatausableerrorrate.Sound,light,atmosphericconditions,vibrations,andotherenvironmentalsignalsareallfairgameforsensordesigners.
Actuatorsdetectanincomingsignalandrespondbychangingsomethingintheenvironment.Forexample,arelayisanactuatorthattogglesamechanicalswitch,andcanthuscauseagoodnumberofresponsestooccursuchasenablingillumination,heatingsystem,audiblealarm,andsoon.Actuatorssuchasmotors,pneumatics,andhydraulicscanmoveobjectsandpumpfluids.
Locationtechnologyhelpspeopleandmachinesfindthingsanddeterminestheirphysicalwhereabouts.Sensorsplayaroleindeadreckoning,butthatapproachdoesnotsatisfypracticalneedsforgeolocation,resultingintheriseofwirelessapproachesincludingGPS(whichisoftenaugmentedbyothersignals)andcellulartowers.Fixedororbitingtransmittershaveknownlocations.Theybroadcasttimingsignals,andreceivingdevicestriangulatebycalculatingtheamountofdelayfromeachtransmitter.Radar,lidar,andsonarcandetectrelativelocationsofthings,dependingontheirelectromagnetic,optical,andacousticproperties.Andsomethingstransmittheirownradio,light,and/orsoundinordertodisclosetheirwhereaboutstopeopleandmachines.
Softwarecomprisesabroaddomainofdevelopment.DevelopmentoftheIoTwillrelyonmanydimensionsofsoftwarecapabilitiesincludingdistributedexecution,self-describingdatastructures,andmore.Notheoreticalframeworkexiststocircumscribethelimitsofsoftwaredevelopment,leadingtospeculationaboutsoftwarethatemulateshumanreasoningandperformstasksonbehalfofpeople.Regardlessofthemeritoflong-awaitedartificialintelligence,softwarewillnodoubthelpfutureusersmakesenseofcomplexdatasetscollectedfromnetworksofeverydayobjectsandsensors.2ImplicationsofAdvancementinVariousTechnologicalCapabilities
Ideally,thefollowingusecasescouldbecommonintentofifteenyears.Tocompleteshoppinginbricks-and-mortarretailstores,customerscouldsimplywalkthroughdoorwaystocheckout,debitaccounts,andreceivee-receiptsthattheycaninspectviathedisplaysontheircellphones.
Asoldiercouldrapidlylearnhowtoperformamaintenanceprocedurebyscanninganitemofequipmentusingahandhelddeviceandreadingthedevice’sdisplay.Handhelddevicescouldbecomenotonlyinformationsourcesbutuniversalremotecontrolsfortheenvironment—userinterfacesforengaginglightsandappliances,locatingmisplacedandloosely-organizedobjects,diagnosingproblemswithsystems,andcontrollingtele-operatedobjectsfromgreaterorlesserdistances.
Usingmachine-to-machinecommunication,objectscouldcollaboratewithoneanothertoperformactionsonbehalfofpeopleandreduceoreliminateneedforhumanlabor.[4]Vehiclesthatcommunicatewirelesslywitheachothercancollaborateby“refusingtocrash”.Entertainmentsystemscansenseandrespondasuserswalkthroughahouse,transferringthebaseballgamefromlivingroomtokitchentogarage.AmedicinecabinetfittedwithRFIDreaderandanarrayofweightsensorscoulddetectwhensomeonedoesnotremoveapillasprescribedandrespondbyalertingthepatient;alternatively,thecabinetcoulddetectwhenthesupplyofaparticularpillrunslow,automaticallyrenewaprescription,ormakeamedicalappointment.
Buildingscanoptimizeenergysavings,indoorairquality,andcomfortbyadjustingclimate-controlsystemstoaccountforthenumberofpeoplepassingthroughentranceways,readingsofoxygensensorsinwalls,datafromrooftopweatherstations,andnationalweatherservices.Eversmaller,cheaper,andsmartersystemshavethepotentialtoaugmentevermoreeverydayobjects.Notethattypicalmicrocontrollers(althoughnotallofthem)canbereprogrammed,andthisreprogrammabilityacceleratestheabilityofsystemstoevolve.
Onceanobjecthasanetworkinterface,itsabilitiescanimproveatthespeedofsoftwaredevelopment:Progressisnotlimitedtothespeedofhardwareandinfrastructuredeployment.Capabilitiesofsoftwareupdatespromisetoevolvetowardprocessesthatresemblereasoning.Forexample,researchersaimtodevelopsystemsthatadaptmessagestothepresentnetwork,device,user,andcontext.Someusersmayperceivesuchadaptationtobe“intelligent”;butresearchershopetoimplementalgorithmsthatcomeeverclosertoemulatinghumanreasoningtomakesenseofcomplexdatasets.
Onepromisingapproachtothelattergoalreliesoncomputationalsemanticalgorithmsthatoperateonself-describingdatastructures.Significantly,synergiesamongInternet-connectedobjectswillarise,yieldingcapabilitiesthatdesignerswillnothaveanticipated.Smartbuildingscouldprovetobecomeanetworkforcollectingfine-grainedweatherdata.Home-andoffice-securitysystemscoulddoubleasadhocwirelessnetworkinfrastructure.Manyeverydayobjectscouldserveasnodesforcollectingdatathat’susefultobusinesses;anopenmarketinusagedatacouldsupportthelaunchingofadvertisingmessages;suchanopenmarketininformationcouldequallyenablesurveillancebylawenforcementagenciesandexploitationbyenemiesoftheUnitedStates.3SynergisticTechnologies
ThefollowingaresomeofthetechnologiesthatmaynotbeessentialtothedevelopmentoftheIoT,butcouldextendthescopeoftheIoT.
Geotagging/geocaching
Biometrics
Machinevision
Robotics
Mirrorworlds
Telepresenceandadjustableautonomy
Liferecordersandpersonalblackboxes
Tangibleuserinterfaces
KeyUsesandInstantiationsoftheInternetofThings.
Retailandlogistics
Productmanagement
Surveillance
Smartbuildingsandgreenbuildings
Telematics4Applications
HerearesomeofthemoreprominentapplicationareasfortheIoT:
Cellphonesas“windowsoneverydaythings”.HandhelddevicescandisplayinformationaboutobjectstaggedwithbarcodesandRFIDtags,andcameraphonescancollaboratewithdistantserverstoidentifyuntaggedpeople,places,andthingsbymeansofmachinevision.Aphonecouldgivedetailsabouttheproductincludingitsattributes,origin,price,warranty,reviews,andusermanual,aswellaswheretobuyitandhowtorecycleit;theidentifyofaperson;andforeign-languagedetailsaboutaplacesuchasarestaurantorhistoricalsite.Usersmightcometofeelthatsuchinformationisasvitalastoday’sWorldWideWeb.
Cellphonesas“remotecontrolsfortheenvironment”.CellphonesalreadyfindcommonuseinJapanaspaymentchannelsforcheckingoutorretailstores,andoccasionaluseworldwideasremotecontrolsforaudiovisualequipment.Handsetscanfurtherevolveintoameansforcontrollingnearbyanddistantthingssuchasdoorlocks,securitysystems,lights,appliances,andofficeequipment.
Continuousmonitoringandmeasuring.Commoditizationofsensorsandnetworkswillenableeverydayobjectstobechannelsforsurveillance,consumersurveys,measuringenvironmental-qualitybenchmarks,andanyothercontinuouslychangingdimensionoftheworldthatpeoplefindvaluabletotrack.
Locatingthings.Miniaturization,abilitytoworkinindoorlocations,andothertechnologicaladvancespromisetoincreasethevarietyofthingsthatcanreporttheirlocationstoowners,includingkeys,wallets,eyeglasses,jewelry,andtools.Asintermediatestepbetweentoday’slocationcapabilitiesandthesefutureapplications,animal-locatingtechnologypromisestobecomepracticalandaffordablefortypicalfarmersandpetowners.
Loosely-organizedthings.Abilitytolocateobjectsasrequiredcouldleadtochangesinparadigmsforwarehousing,filing,andhouseholdstorage,awayfromthetraditionof“aplaceforeverythingandeverythinginitsplace”.WhenacellphoneRFIDreaderistheultimatearbiterofwheresomethingresides,business,government,military,andindividualapproachestostoragewillchange.
Prognosticsandjust-in-timemaintenanceforvehiclesandmachines.Continuousmonitoringpromisestoenableanewparadigminvehicleandmachinemaintenance.Ratherthanconductingmaintenanceatspecifiedintervals,organizationsmaybeabletoconductmaintenanceasneeded.Fluid-levelandcontaminationsensorscantelltechnicianswhenfluidsneedtobereplenished;andmicrophonesembeddednearrotatingpartscandetectsoundsthatindicateexcessivewear.
Sensorreadingscombinedwithservicerecordsenablecreationofpredictive-maintenancedatabases;algorithmscouldtriggercustomschedulesthatconcurrentlyimprovereliabilityandreducethecostofregularly-recurringmaintenance.Suchalgorithmswouldaimtoprovidenotonlyafter-the-factdiagnosesbut“fixingproblemsbeforetheyoccur”.Duringanemergency,responsiblepartiescouldusealgorithmicprognosestoselectonlythatmothballedormarginally-maintainedequipmentthatismostlikelytoaccomplishadesiredtask.Thus,vehicles,electricgenerators,factoryequipment,andotherdevicescontainingrotatingmachinerycouldbeearlycandidatestojointheIoT.
Healthcareandcaretaking.Sensorsandactuatorsinbeds,floors,andplumbingpromisetobe“helpingthehelpers”.TheUniversityofVirginia’sAlarmNetresearchprojecthasinterconnectednetworkswithsomeeverydaythingssuchasbedsandfloors.Apressuresensorinabeddetectsheartrate,breathing,andmovement;sensorsinthefloornearbycandetectwhenapersonfalls.TheAlarmNetprojectteamhasalsoembeddedaccelerometersandaGPSreceiverintoclothing,inordertodetectlocationandclassifyactivities.Pressuresensorsinbedsorfurnituremayalsobeabletodetectsuddenweightgainsassociatedwithcertainheartconditionsandthesideeffectsofbetablockers.VariousR&Dprojectshaveexperimentedwithconnectedsmartmedicinedispensersthatfacilitatecompliancewithcomplex,multi-prescriptionregimens.
Loosely-coupledrelationshipsamongconnectedthings.Justasphysicalobjectshaveadhoctemporarysynergies(aswhenabrickservesasadoorstop),adhocinterconnectionsamongeverydaythingscanhaveopportunisticbenefits.AsingleWeb-servicesinterfaceforavehiclecouldcouplewithadealer’sdiagnostictoolformaintenancepurposes;alaw-enforcementserverforrecoveryaftertheft;acolleague’scellphoneforinputtingthephysicaladdressofadestinationintoanonboardnavigationsystem;andanynumberofsurprisingandunplanned-forapplications.5Timeline
UseofRFIDinsupplychainshasbegun,anduseattheitemlevelcouldbeginasearlyas2010.IncorporationofcompatibleRFIDreadersincommoncellphonescouldbeginshortlythereafterandbecommonby2015,enablingeverydaypeopletointeractelectronicallywitheverydayobjects.Ubiquitouspositioningtechnology,includingaccurateindoorpositioning,couldbeavailableby2017.
SynergiesbetweenpositioningandInternetconnectivitycouldenableanumberofmust-haveapplications,especiallytheft-resistantpersonalitemsthatcanbelocated,controlled,andmonitoredfromadistance.After2020,intelligentsoftwaremayemergethatacceptslargesetsofdatafromconnectedeverydayobjects,andanalyzessuchdatausingprocessesthatresemblehumanreason.After2025,perhaps,suchsoftwarecanbedeputizedtomakeunsuperviseddecisionsandactonbehalfofpeople.6DirectionalSignposts
IdentifyingthemajorissuesthatwilldeterminehowtheInternetofThingswilldevelopandunderstandingtheuncertaintyofitemsimportanttowatchhelpustounderstandbetterthepotentialdynamicsofdevelopmentandapplicationthatwemightseeinthefuture(Fig.1).ThatheightenedsenseofawarenessisnecessarybecausetheUnitedStateswillwanttoformulateapolicyandactbeforeunambiguousevidenceonthedriversandbarriersto,anddirectionofadvancementofthenecessarytechnologiesisavailable.
Preparationforawatch-and-respondsystemisessentialtoidentifycorrectlythesignpoststhatwouldindicatewhethertheadvancementoftheInternetofThingsisproceedingrapidlyornot.Plausibly,thefollowingeventsanddevelopmentscouldoccurnearthesuggestedyears,andtheiroccurrencewouldindicatethattheaboveissuesanduncertaintieswerebeingresolvedinthedirectionofpositivedevelopmentandapplicationoftheInternetofThings.
2007-2009—LargeretailchainsintheUnitedStatesadoptRFID-taggedpalletsandpackagingforexpeditingsupplychains.Fig.1TechnologyRoadmap:TheInternetofThings
2010—LargeretailchainsintheUnitedStatesbegintodeployRFIDsonindividualitemstosupportunattended,walk-throughcheckout;healthcareproviders,largeorganizations,andgovernmentagenciesadoptRFIDtagsforkeepingtrackofindividualdocuments.
2011-2013—EndusersadoptcellphonescontainingRFIDreadersthatscaneverydaythingsandprovideinformationaboutprice,availability,origin,ingredients,howtouse,wheretoreceivewarrantyservice,andotherattributes.
2011-2016—Vehiclesgraduallyincorporatewirelessdiagnosticsandprognostics,concurrentlyimprovingreliability,eliminatingcostandweightofwiringharnesses,reducingcostofmaintenance,andenablingdeliveryofnewfeaturesviasoftwareupdates.
2017—Effectively,ubiquitouspositioningtechnologyarrivesintheUnitedStates—initially,tohelpfirstresponderslocatepeoplecarryingcellphones,evenindoors.
2018-2019—Manufacturersincreasinglydelivereverydaythingswithaguaranteeagainstlossandtheft,equippingsuchthingswithreceiversforubiquitouspositioningtechnologyaswellaslow-duty-cyclewirelessInternetcapability.
2020—Thepasttenyearsofspectrumauctionsandreallocationshasgraduallyyieldedatransformedspectrumplan.Everydaymobilecommunicationsisnowbroadband.Thelegacymobilefrequenciesusedfornarrowbandcommunications(thetypethatrevolutionizedperson-to-personcommunicationsduring2000-2005)havelargelybeenrepurposedforsupportingperson-to-thingandthing-to-thingcommunications.
2020-2025—Aperiodofinnovation,growth,opportunity,anddisruptionfollowswherebyusersandsuppliersfindandimplementsynergiesamongconnectedeverydaythings—andcounterproductiveusesalsoemerge.Forexample,organizationsmaycreateadhocsensornetworksbyfusingdatagatheredfromdisparatedevices.Suchnetworksmayonbalancedomoregoodthanharm,notwithstandingthesubstantialharmsthatdoarisewhenunauthorizedpersonsexploitconnectedeverydaythingsforcrimeandespionagepurposes.1.sensorn.传感器,灵敏元件。
2.interconnectvi.相互连接,相互联系。
3.luxuryn.奢侈,豪华。
4.transmitvt.发射,播送,广播。
5.microcontrollern.微控制器。
6.plausiblyadv.似真
温馨提示
- 1. 本站所有资源如无特殊说明,都需要本地电脑安装OFFICE2007和PDF阅读器。图纸软件为CAD,CAXA,PROE,UG,SolidWorks等.压缩文件请下载最新的WinRAR软件解压。
- 2. 本站的文档不包含任何第三方提供的附件图纸等,如果需要附件,请联系上传者。文件的所有权益归上传用户所有。
- 3. 本站RAR压缩包中若带图纸,网页内容里面会有图纸预览,若没有图纸预览就没有图纸。
- 4. 未经权益所有人同意不得将文件中的内容挪作商业或盈利用途。
- 5. 人人文库网仅提供信息存储空间,仅对用户上传内容的表现方式做保护处理,对用户上传分享的文档内容本身不做任何修改或编辑,并不能对任何下载内容负责。
- 6. 下载文件中如有侵权或不适当内容,请与我们联系,我们立即纠正。
- 7. 本站不保证下载资源的准确性、安全性和完整性, 同时也不承担用户因使用这些下载资源对自己和他人造成任何形式的伤害或损失。
最新文档
- 幼儿园长安全培训
- 公路工程建设项目社会影响评估考核试卷
- G技术在数字内容服务中的应用考核试卷
- 农业农业机械产业社会责任救助服务批发考核试卷
- 制糖业的技术进步与自动化程度考核试卷
- 中等教育的教师职业发展与培训考核试卷
- 制药设备操作人员素质要求考核试卷
- 冷冻水产品加工企业的创新能力评价考核试卷
- 农业知识产权保护政策与农业科技创新激励措施考核试卷
- 化学纤维在人工智能研究中的应用与创新考核试卷
- GB/T 44580-2024热塑性塑料阀门疲劳强度试验方法
- 2024年新人教版道德与法治七年级上册全册教案(新版教材)
- 剪叉式升降工作平台作业专项施工方案24
- 礼修于心 仪养于行 课件-2023-2024学年高一上学期文明礼仪在心中养成教育主题班会
- 入团志愿书(2016版本)(可编辑打印标准A4) (1)
- 起重吊装卸车施工方案
- 签派程序与方法
- 组织架构图PPT模板
- 阑尾炎病历模板
- 个人简历家庭成员
- 【精品】水质工程学考试题库(含答案)
评论
0/150
提交评论