下载本文档
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
工业控制系统和协同控制系统INDUSTRIALANDCOLLABORATIVECONTROLSYSTEMSACOMPLEMENTARYSYMBIOSIS-Lookingattoday?scontrolsystemonecanfindawidevarietyofimplementations.Frompureindustrialtocollaborativecontrolsystem(CCS)toolkitstohomegrownsystemsandanyvariationin-between.DecisionsonthetypeofimplementationshouldbedrivenbytechnicalargumentsRealityshowsthatfinancialandsociologicalreasonsformthecompletepicture.Anydecisionhasit?sadvantagesandit?sdrawbacks.Reliability,gooddocumentationandsupportareargumentsforindustrialcontrols.Financialargumentsdrivedecisionstowardscollaborativetools.Keepingthehandsonthesourcecodeandbeingabletosolveproblemsonyourownandfasterthanindustryaretheargumentforhomegrownsolutionsoropensourcesolutions.Theexperieneeofmanyyearsofoperationsshowsthatwhichsolutionistheprimaryonedoesnotmatter,therearealwaysareaswhereatleastpartoftheotherimplementationsexist.Asaresultheterogeneoussystemshavetobemaintained.Thesupportfordifferentprotocolsisessential.Thispaperdescribesourexperiencewithindustrialcontrolsystems,PLCcontrolledturnkeysystems,theCCStoolkitEPICSandtheoperabilitybetweenallofthem.INTRODUCTIONthProcesscontrolsingeneralstartedatDESYintheearly80withtheinstallationofthecryogeniccontrolsystemfortheacceleratorHERA(Hadron-Elektron-Ring-Anlage).Anewtechnologywasnecessarybecausetheexistinghardwarewasnotcapabletohandlestandardprocesscontrolssignalslike4to20mAinputandoutputsignalsandthesoftwarewasnotdesignedtorunPIDcontrolloopsatastablerepetitionrateof0.1seconds.Inadditionsequenceprogramswerenecessarytoimplementstartupandshutdownproceduresforthecomplexcryogenicprocesseslikecoldboxesandcompetecompressorstreets.Soonitwasnecessarytoaddinterfacestofieldbusesandtoaddcomputingpowertocryogeniccontrols.SincetheinstalledD/3system[1]onlyprovidedandocumentedserialconnectiononamultibusboard,thedecisionwasmadetoimplementaDMAconnectiontoVMEandtoemulatethemultibusboard?sfunctionality.ThenecessarycomputingpowerfortemperatureconversionscamefromaMotorolaMVME167CPUandthefieldbusadaptertotheinhouseSEDACfieldbuswasrunningonanadditionalMVME162.TheoperatingsystemwasVxWorksandtheapplicationwastheEPICStoolkit.SincethisimplementationwassuccessfulitwasalsoimplementedfortheutilitycontrolswhichwerelookingforagenericsolutiontosupervisetheirdistributedPLC?s.ASELECTIONOFPROCESSCONTROLSYSTEMSATDESYDCS(D/3)AsaresultofamarketsurveytheD/3systemfromGSEwasselectedfortheHERAcryogenicplant.ThedecisionwasfortunatebecauseoftheDCScharacteroftheD/3.Thepossibilitytoexpandthesystemonthedisplay-andontheI/OsidehelpedtosolvetheincreasingcontroldemandsforHERA.ThelimitingfactorforthesizeofthesystemisnotthetotalnumberofI/Obutthetrafficonthecommunicationnetwork.Thistrafficisdeterminedbythetotalamountofarchiveddatanotbythedataconfiguredinthealarmsystem.Thetechnicalbackgroundofthislimitationisthefactthatarchiveddataarepolledfromthedisplayserverswhereasthealarmsarepushedtoconfigureddestinationslikealarm-files,(printer)queuesordisplays.SCADASystemswithDCSFeatures(Cube)ThefactthattheD/3systemmentionedabovehadsomehardcodedlimitationswithrespecttotheY2Kproblemwasforcingustolookforanupgradeorareplacementoftheexistingsystem.AsaresultofacallfortenderthecompanyOrsiwiththeirproductCubecameintoplay[2].Theprojectincludedacompletereplacementoftheinstalledfunctionality.ThisincludedtheD/3aswellastheintegrationoftheDESYfieldbusSEDACandthetemperatureconversioninVME.Theprojectstartedpromising.Butsoontechnicalandorganizationalproblemswerepushingthescheduletoit?slimitswhichweredeterminedbytheHERAshutdownscheduledatthattime.Thefinalacceptaneetestatthevendorssiteshoweddramaticperformaneeproblems.Twofactorscouldbeidentifiedasthecauseoftheseproblems.ThefirstonewasrelatedtotheunderestimatedCPUloadofthe6gradepolynomialtemperatureconversionrunningat1Hz.ThesecondonewastheadditionalCPUloadcausedbythecomplexfunctionalityoftheexistingD/3system.Hereitwasunderestimatedthateachdigitalandanaloginputandoutputchannelhadit?sownalarmlimitsintheD/3system.InaSCADAlikesystemasCubethebasefunctionalityofachannelistoreadthevalueandmakeitavailabletothesystem.Anyadditionalfunctionalitymustbeadded.Lastnotleasttheloadonthenetworkforpollingallthealarmlimits—typicallyforaSCADAsystem-wasalsodrivingthenetworktoit?slimits.FinallythecontractwithOrsiwascancelledandanupgradeoftheD/3systemwastheonlypossiblesolution.Itwasfinallycarriedoutinmarch2003.InanycaseitshouldbementionedthattheCubeapproachhadtheadvantageofahomogeneousconfigurationenvironment(fortheCubefrontendcontrollers)-comparedwithheterogeneousenvironmentsfor,pure?SCDAsystems.SCADA(PVSS-II)TheH1experimentattheHERAacceleratordecidedtousePVSS-IIforanupgradeoftheirslowcontrolsystems[3].TheexistingsystemsweredevelopedbyseveralmembersoftheH1collaborationandweredifficulttomaintain.ThedecisiontousePVSSasareplacementwasdrivenbytheresultsofanextensivesurveycarriedoutatCERNbytheJointControlsProject[4].PVSSisa,pure?SupervisoryAndDataAcquisitionSystem(SCADA).ItprovidesasetofdriversforseveralfieldbusesandgenericsocketlibrariestoimplementcommunicationoverTCP/IP.Thecoreelementisthesocalledeventmanager.Itcollectsthedata(mostlybypolling)fromtheI/Odevicesandprovidesaneventservicetotheattachedmanagementserviceslike:controlmanager,databasemanager,userinterface,APImanagerandthebuiltinHTTPserver.ThePVSSscriptinglibraryallowstoimplementcomplexsequencesaswellascomplexgraphics.ComparedwithotherSCADAsystemsPVSScomeswithonebasicfeature:itprovidesatrueobjectorientedAPItothedevice?sdata.OnemajordisadvantageofSCADAsystemsisthefactthattwodatabases,theoneforthePLCandtheonefortheSCADAsystemmustbemaintained.Integratedenvironmentstrytoovercomethisrestriction.EPICSEPICShasemergedatDESYfromaproblemsolvertoafullyintegratedcontrolsystem.Startingfromthedatacollectorandnumbercruncherforthecryogeniccontrolsystem,EPICSmadeit?swaytobecomethecoreapplicationfortheDESYutilitygroup.InadditionitisusedwhereverdataisavailablethroughVMEboardsorbymeansofIndustryPack(IP)modules.ForthosecryogenicsystemswhicharenotcontrolledbytheD/3systemEPICSisusedwithit?scompletefunctionality.Intotalabout50InputOutputController(IOC)areoperationalprocessingabout25thousandrecords.EPICSasaSCADASystemTheutilitygroup(water,electricalpower,compressedair,heatingandairconditioning)isusingavarietyofPLC?sspreadoutoverthewholeDESYsite.EPICSisusedtocollectthedatafromthesePLC?soverProfibus(FMSandDP)andoverEthernet(SiemensH1andTCP).TheIOC?sprovidetheinterfacestothebusesandcollectthedata.ThebuiltinalarmcheckingoftheEPICSrecordsisusedtostoreandforwardalarmstatestothealarmhandler(alh)oftheEPICStoolkit.Inadditiontoolslikethechannelarchiverandthegraphicdisplay(dm2k)areused.Thedefaultnameresolution(byUDPbroadcast)andthedirectoryserver(nameserver)areusedtoconnectclientandserverapplicationsoverTCP.AllofthesearebasicallySCADAfunctions.Thetextualrepresentationofallconfigurationfiles(fortheIOC,thegraphictool,thealarmhandlerandthearchiver)providesaflexibleconfigurationscheme.AtDESYtheutilitygrouphasdevelopedasetoftoolstocreateIOCdatabasesandalarmconfigurationfilesfromOracle.ThiswaythecontrolsgroupprovidestheservicetomaintaintheEPICStoolsandtheIOC?swhiletheuserscanccentrateontheequipmentbeingcontrolled.EPICSasaDCSSystemBesidesthebasiccomponentsofaSCADAsystemEPICSalsoprovidesafullflavouredInputOutputController(IOC).TheIOCprovidesallofthefunctionaDCSsystemrequires,suchas:astandardsetofpropertiesimplementedineachrecord,builtinalarmcheckingprocessedduringtheexecutionofeachrecord;controlrecordslikePIDetc.;configurationtoolsfortheprocessingengine.TheflexiblenamingschemeandthedefaultdisplayandalarmpropertiesforeachrecordeasetheconnectionbetweentheoperatortoolsandtheIOC?s.Theflexibledataacquisitionsupportsthepollmodeaswellasthepublishsubscribemode.Thelatterreducesthetrafficdrastically.PLC?sPLC?sprovidenowadaysthesamerichfunctionalityasitwasknownfromstandalonecontrolsystemsinthepast.BesidesthebasicfeaturesliketheperiodicexecutionofadefinedsetoffunctionstheyalsoallowextensivecommunicationoverEthernetincludingembeddedhttpserversanddifferentsetsofcommunicationprograms.Besidesthecommunicationprocessors,displayprocessorscanbelinkedtoPLC?stoprovidelocaldisplayswhichcanbecomprisedastouchpanelsforoperatorinterventionandvaluesettings.ThesekindofPLC?sareattractiveforturnkeysystemswhicharecommissionedatthevendorssiteandlaterintegratedintothecustomerscontrolsystem.IntelligentI/ONewdevelopmentsinI/Odevicesallowto,cluster?I/OinevensmallergroupsandconnectthesesclusteredI/Ochannelsdirectlytothecontrolsystem.PLC?sarenotanymorenecessaryfordistributedI/O.SimplecommunicationprocessorsforanykindoffieldbusesorforEthernetallowaneasyintegrationintotheexistingcontrolsinfrastructure.LittlelocalenginescanrunIEC61131programs.ThedifferencesbetweenPLC?sandintelligentI/Osubsystemsfadeaway.FUNCTIONALITYTheeverlastingquestionwhycontrolsystemsforacceleratorsandotherhighlyspecializedequipmentareoftenhomegrownoratleastdevelopedinacollaborationbutonlyinrarecasescommercialshallnotbeansweredhere.Wetrytosummarizeherebasicfunctionalitiesofdifferentcontrolsapproaches.Front-endControllerOneofthecoreelementsofacontrolsystemisthefront-endcontroller.PLC?scanbeusedtoimplementmostofthefunctionstocontroltheequipment.Thedisadvantageisthecomplicatedaccesstothecontrolsproperties.ForinstaneeallofthepropertiesofacontrolloopliketheP,IandDparameter,butalsothealarmlimitsandotheradditionalpropertiesmustbeaddressedindividuallyinordertoidentifytheminthecommunicationprotocolandlastnotleastinthedisplay-,alarm-andarchiveprograms.InadditionanykindofmodificationsoftheseembeddedpropertiesisdifficulttotrackbecausetwoormoresystemsareinvoIved.ThismightbeonestrongargumentwhycontrolloopsaremainlyimplementedontheIOClevelratherthanPLC?s.I/OandControlLoopsComplexcontrolalgorithmsandcontrolloopsarethedomainofDCSalikecontrolsystems.Thesupportforsetsofpredefineddisplayandcontrolspropertiesisessential.Ifnotalreadyavailable(likeinDCSsystems)suchsetsofgenericpropertiesaretypicallyspecifiedthroughoutacompletecontrolsystem(seenamespaces).Sequenee/StateprogramsSequeneeprogramscanrunonanyprocessorinacontrolsystem.Theruntimeenvironmentdependsontherelevaneeofthecodeforthecontrolsystem.Programsfulfillingwatchdogfunctionshavetorunonthefront-endprocessordirectly.Sequeneeprogramsforcomplicatedstartupandshutdownprocedurescouldberunonaworkstationaswell.ThebasicfunctionalityofastatemachinecanbeevenimplementedinIEC61131.Codegeneratorscanproduce,C?codewhichcanbecompiledfortheruntimeenvironment.SupportedHardwareThesupportforfieldbusesandEthernetbasedI/OisabasicfunctionalityforSCADAtypesystemsitiscommerciallyavailablefromanySCADAsystemonthemarket.Theintegrationofspecifichardwarewithspecificdriversanddataconversionisthehardpartinacommercialenvironment.OpenAPI?sorscriptingsupportsometimeshelptointegratecustomhardware.Ifthesetoolsarenotprovidedforthecontrolsystemitisdifficult-ifnotimpossible-tointegratecustomhardware.NewindustrialstandardslikeOPCallowthecommunicationwithOPCawaredevicesandthecommunicationbetweencontrolsystems.Oneboundaryconditionforthiskindoffunctionalityistheunderlyingoperatingsystem.InthecaseofOPCitisboundtoDCOMwhichisaMicrosoftstandard.UNIXbasedcontrolsystemshaveahardtimetogetconnected.Onlycontrolsystemssupportingmultipleplatformscanplayamajorroleinaheterogeneousenvironments.Asaresultthelimitedsupportforcustom-orspecializedhardwaremaygivereasonforthedevelopmentofanewcontrolsystem.DisplayandOperationBesidesthefront-endsystemtheoperatorinterfacesplayamajorrolefortheacceptanceofacontrolsystem.SCADAtoolscomewithahomogeneouslookandfeelthroughouttheirsetoftools.Toolkitsimplementedinacollaborationmightvarybecausetheindividualtoolsweredevelopedbydifferentteams.GraphicSynopticdisplaysaretheadvertisingsignforanycontrolsystem.Commercialsynopticdisplayscomewitharichfunctionalityandlotsofspecialfeatures.Startingtomakeuseofallthesefeaturesonewillfindoutthatallindividualpropertiesofthegraphicobjectsmustbespecifiedindividually.SineeSCADAsystemsmustbegenerictheycannotforeseethataninputchanneldoesnotonlyconsistofavaluebutalsoconsistsofpropertieslikedisplayrangesandalarmvalues.Definingallofthesepropertiesagainandagaincanbeaprettyboringjob.Somesystemsallowtogenerateprototypesofgraphicobjects.Theseprototypeortemplategraphicsarecomplexandneedaspecialisttogeneratethem.DCSorcustomsynopticdisplayprogramscanmakeuseofthecommonsetofpropertieseachI/Opointprovides.Thispredefinednamingschemewillfillinallstandardpropertyvaluesandthusonlyrequiretoentertherecord-ordevicenameintotheconfigurationtool.AclearadvantageforcontrolsystemswithanotionofI/OobjectsratherthanI/Opoints.AlarmingAlarmsaregoodcandidatestodistinguishbetweendifferentcontrolsystemarchitectures.ThosesystemswhichhaveI/Oobjectimplementedalsoprovidealarmcheckingonthefront-endcomputer.ThosesystemswhichonlyknowaboutI/OpointshavetoaddalarmcheckingintotheI/Oprocessing.WhiletheI/OobjectapproachallowstoimplementalarmcheckinginthenativeprogrammingIanguageofthefront-endsystem,I/OpointorientedsystemstypicallyhavetoimplementthisfunctionalityintheirnativescriptingIanguage.Thisistypicallylessefficientanderrorpronebecauseallpropertiesmustbeindividuallyconfigured.Thisleadstoafloodofproperties.NotonlytheerrorstatesforeachI/OpointwinduptobeindividualI/OpointsbutalsothealarmlimitsandthealarmseverityofeachlimitmustbedefinedasI/Opointsifitisdesiredtobeabletochangetheirvaluesduringruntime.BesidesthisimpactontheconfigurationsidetheprocessingandforwardingofalarmsmakesthediffereneebetweenSCADAandDCSsystems.SinceSCADAsystemsinherentlydonot,know?aboutalarms,eachalarmstatemustbepolledeitherdirectlyfromtheclientapplicationorinadvaneedcasesfromaneventmanagerwhichwillforwardalarmstatestotheclients.Inanycasealotofoverheadfor,just?checkingalarmlimits.DCSsystemagainhavetheadvantagethatclientscaneitherregisterthemselvesforalarmstatesundthusgettheinformationforwardedorareconfiguredtosendalarmchangestocertaindestinationsspreadaroundthecontrolsystem.Thelattercaseisonlypossibleforsystemswhichintotalareconfiguredwithallthenodestakingpartinthecontrolsnetwork.TrendingandArchivingTrendinghasbecomeanimportantbusinessincontrolsystemsarchitectures.Trendsarenecessarytotraceerrorconditionsorforpostmortemandperformaneeanalysisofthecontrolledplant.Besidessomecustomimplementationswhicharecapabletostorethedataofcompletecontrolobjects,mostofthetrendingtoolsarchivescalardata.Additionalfeatureslikeconditionaltrendingorcorrelationplotsmakeupthediffereneebetweenindividualimplementations.ProgrammingInterfacesWithrespecttoopenprogramminginterfacesPLC?sandDCSsystemshaveacommonstrategy.Theyarerunningreliablybecausethere?snowaytointegratecustomcodewhichcouldinterferewiththeinternalprocessing.Asaconsequeneethecustomerhastoorder‘specials?whichareextremelyexpensive-orforgetaboutitandusethesystemasablackbox.SineeSCADAsystemsbydefinitionmustbeabletocommunicatewithavarietyofI/OsubsystemstheyalreadyhavesomebuiltinAPI?swhichallowtointegratecustomfunctionality.Speciallycollaborativesystemsneedacertainopennesstofulfillalltherequirementsfromvariousdevelopmentgroups.Programminginterfacesonalllevelslikefont-endI/O,front-endprocessing,networkingetc.aremandatory.Aclearadvantageforthistypeofsystem.RedundancyIfredundancymeanstheseamlessswitchwhichtakesoverallthestatesandallthevaluesoftheI/Oandallstatesofallprogramscurrentlyrunning,itisadomainofonlyafewDCSsystems.CustomorCCSimplementationdonotprovidethiskindoffunctionality.Maybebecauseoftheimmenseeffortandthefactthatitisonlyrequiredinrarecases.Besidesprocessorredundancy,redundantnetworksorI/OsubsystemsareavailableforcertaincommercialDCSsystems.Again-adomainwhichisnotcoveredbySCADAorCCSimplementations.AdvaneedsafetyrequirementsmaybecoveredbyredundantPLCsubsystems.Theseareforinstaneeinstalledin(nuclear)powerplants.RequirementsforPersonalProtectionSystems(PPS)cansometimesonlybefulfilledbyredundantPLC?s.InprocesseontrolsredundantPLC?sareonlyusedinrarecases.NamespaceTheflatnamespaceofSCADAsystemshasalreadybeendescribedinthealarmsection.SomeSCADAsystems(likePVSS-II)providethenotionofeontrolobjectsorstructureddatawhichisararecase.Inallothercasessocalledfieldobjectsmustbespecified.Theseareobjectswhicheonsistofalistofproperties(implementedasI/Opoints)andasetofmethods(implementedasmacrosorfunctioncalls).OneoftheseapproachesistheUniNifiedIndustrialCOntrolSystem(UNICOS)atCERN[5].DCSsystemsandmostofthecustom/collaborativesystemsarerecord-ordeviceoriented.ThediffereneebeingthattypicallyonerecordisconnectedtoasingleI/Opointandprovidesthiswayallsubfeaturesofarecordimplementationlikeindividualengineeringunits,display-andalarmlimits.ThedeviceorientedapproachallowstoconnectseveralI/Opoints.Themajordiffereneebeingthefactthatanobjectorienteddeviceimplementationprovidesmethodsandstatesforadevicewhile(EPICS)recordsonlyserveacertainsetofbuiltinfunctions.Naminghierarchiesarenotspecifictoatypeofimplementation.Theyareavailableforsomesystemsofanykind.Forsurehierarchicalnamingschemesaredesirable.IMPLEMENTATIONSTRATEGIESAfterhavingshownallthepossiblecontrolsapproachesitistimetohavealookattheimplementationofcontrolsystems.StartingfromtheI/Olevelonehastodecidewhethercommercialsolutionarerequired,feasibleorwanted.SpecialI/Odoesnotalwaysrequirecustomsolutionforthefont-endcontroller.Signalscanbeconvertedintostandardsignalsbutthisdoesnotapplyforallkindsofsignals.Resolution,repetitionratesandsignallevelsmightrequirecustomdevelopmentswhichmustbeintegratedintotheoverallcontrolarchitecture.EvenifthesignalscannotbeconnectedtostandardI/OinterfacesitmightbepossibletodevelopI/Ocontrollerswhichimplementafieldbusinterfacewhichallowtheintegrationwithcommercialcontrolsystems.Oncethislevelofintegrationisnotpossiblecustomfront-endcontrollerslikeVMEcratescomeintoplay.BesidesthedecisionwhetherspecialI/Orequiresdedicatedcustomsolutionsonehastodecidewhowilldowhichpartofthework?DoesforinstaneethenecessityofVMEcratesprohibitthedeliveryofa,turnkey?systembuiltbyindustry?OrdoesaPLCbasedfront-endsystemrequireacommercialSCADAsystemforhighlevelcontrols?TurnKeySystemsItisacleartrendinindustrytodeliverturnkeysystems.Itallowsamodulardesignofthewholesystem.Individualcomponentscanbesubcontractedtoseveralcompaniesandtestedlocally.Oncedeliveredtotheconstructionsitetheprimaryacceptaneetestshavealreadybeenpassedandthesecondphase,tointegratethesubsystemintotheglobalcontrolsystembegins.Whilethedetailedspecificationofcontrolloopsetc.isnowpartofthesubsystemscontract,thecustomerhastospecifyclearlyhowmuchinformationofthesubsystemmustbemadeavailable,whatthedatastructureswilllooklikeandwhichconnection(fieldbus/Ethernet)willbeused.MostturnkeysystemsaredeliveredwithPLC?s.TieconstructionoftheSwissLightSource(SLS)hasshownthatalsoaVMEbasedI/OsystemrunningaCCS-inthiscaseEPICS-canbesuccessfullycommissioned[6].PLCBasedSystemsPLCbasedsystemsareaconsequeneeoftheturnkeyansatz.ThenextobviousapproachmightbetolookbesidescommercialPLC?salsoforcommercialSCADAsystems.TheadvantageisclearlythesamelikeforthePLC:stablesoftware,noprogramming—onlyconfiguration,supportandgooddocumentation.AtDESYwehavesuccessfullyestablishedarelationbetweenthecontrolsgroupwhichprovidesaCCSservicebasedonEPICSandtheutilitygroupwhichusestheEPICSconfigurationtoolstosetuptheircontrolenvironment.ThebigadvantagethoughbeingthattheEPICScodecanbeadjustedtothespecialrequirementsfrombothsides.IndustrialSolutionsThediffere
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
- 机构研究报告-Brand KPIs for headphones Plantronics in Germany-外文版培训课件
- 冷库果蔬贮藏管理技术规范
- 体质辨识问诊话术手册
- 苹果斑点落叶病综合防治技术规范
- 饲料原料采购验收管理制度
- 柑橘控梢促花栽培技术方案
- 新入职员工岗前职业健康规程
- 痛风风险评估诊断流程
- 二零二四年度家政员招聘方案
- 康养耗材采购库存管理服务规范
- 船舶内装工程施工方案
- 2025中国武夷实业股份有限公司招聘1人(公共基础知识)综合能力测试题附答案
- 屋顶sbs防水施工方案
- 变应性鼻炎阶梯治疗
- 2025年广东省纪委遴选笔试试题及答案
- 制药工艺优化课件
- DB1503∕T 0023-2025 四合木播种育苗技术规程
- 房地产演出合同范本
- 国开-人文社会科学基础(A)-期末终考-学习资料
- 减少内耗的课件
- 冲压工程师技能等级评定标准
评论
0/150
提交评论