工业互联网PaaS平台Predix技术介绍

GEDigital技术综述GEConfidential–Distributionauthorizedtoindividualswithneedtoknowonly1GEDigital从机器到云的扩展Scalablefrommachinestocloud编配数据、控制和分析实现有效互操作性Orchestratesdata,controls,andanalyticsforeffectiveinteroperation快速响应用户需求Enablesquickresponsetocustomerrequirements通过服务目录加速工业应用Acceleratestheindustrialappeconomythroughaservicescatalog快速摄取和处理数据Ingestsandprocessesdatafaster运用工业和材料科学分析数据Analyzesdatausingindustrialandmaterialscience安全连接各种运行资产Securelyconnectsalloperatingassets建立企业与开发者的生态系统BuiltaroundanecosystemofcompaniesanddevelopersPredix是一个平台用于开发、部署、打造工业互联网应用GEConfidential–Distributionauthorizedtoindividualswithneedtoknowonly2GEDigital机器到云的部署分布式计算、扩展性、编配3GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyExampleSCADAsystemimplementationPPredixERP/CRMLPFLPDatahistorianHMIstationEngineeringworkstationsPrinterControlserver(SCADA-MTU)WiredorwirelessconnectivityControlserver(SCADA-MTU)PPPumpValvePumpValvePressuresensorFlowsensorLevelsensorPressuresensorFlowsensorLevelsensorRTUPLCModemgatewayPLocalaccessREMOTESTATIONModemgatewayFModemgatewayHMLstationCorporateenterprisenetworkWANPRIMARYCONTROLCENTERBACKUPCONTROLCENTERREGIONALCONTROLCENTERPREDIXDatahistorianPREMOTESTATIONHMIstationPPPGEDigitalPredix促进合作伙伴创新7GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyGEDigitalPredixPaaS8GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyGEDigital机器到云平台as-a-Service9GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyGEDigital建立在CloudFoundry10GEConfidential–Distributionauthorizedtoindividualswithneedtoknowonly是一个领先的开源平台由CloudFoundry社区发展,现由GECF道场为工业用例继续发展…用Microservices服务独立性-部署，规模，持续性小型代码库–易于理解允许混合技术栈–每个工作的最佳工具ProvidingPredixthescaleforindustrialsolutionsDataAccessUIModuleApplicationContainerGEDigitalPredixMachine与Connectivity11GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyGEDigitalPredixMachine服务:部署拓扑示例12GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyGEDigitalM2CPredixMachineOnGatewaysand/orControllers13GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyGEDigitalPredixConnectivity14GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyWANPredixConnectivity2015ScopeEdgeGateway(PredixMachine&DDS/MessagingLAN/PAN/FANASSETSGEDigitalPredixCloud15GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyGEDigitalPredixCloudServices18GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyPREDIXCLOUDPaaS(PoweredbyPivotalCloudFoundry)CFProvidedServicesCFDev/InfrastructureServicesPredixDevOpsPredixBizOpsCF3rd-PartyProvidedServicesLEGENDQueuing(RabbitMQ)BlobStore(RiakCS)RDBMS(PostGRES)CacheSecurity(UAA)PredixServicesLogStorageandSearch(ELK)Monitoring(NewRelic)Notification(SMTP)CLI/CIAssetSource(GH)Build(Jenkins)AcquisitionActivationEngagementExperienceAnalyticsDataSecurityPredixOperationalServicesPredixServicesPivotalCloudFoundryservicesGEDigitalPredixServices:Assets19GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyGEDigitalAssetServices20GEConfidential–Distributionauthorizedtoindividualswithneedtoknowonly工业资产的逻辑模型是实现优化目标的关键。AssetServices提供了独特的方法：存储、分类、成组合查询资产模型传统RDBMS方法TraditionalRDBMSApproach新式图形数据库方法NewGraphDBApproach工业互联网要求开放、扩展的模型和以及运行规模，只有采用图形数据库才能满足IDStructureRepresentationGEDigitalTobeuseful,openmodelframeworkneedstobeconstrained(achievedwithbusinessrulesinthecatalog)组织结构Organization业务逻辑BusinessLogicPumpsPositiveDisplacementKineticCentrifugalSpecialEffectReciprocatingRotaryPeripheralAxialRadialPumpP456ImpellerI4567MotorM123BearingsSKF3456BrushAssemblyBA234PumpMotorPumpBearingBrushAssembly资产与成组分类部件号资产结构模板业务逻辑结构BusinessRuleFramework目录Catalog配置管理和跟踪历史ConfigurationManagement&AuditHistoryAssetServices-What21GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyGEDigitalPredixAssetArchitecture22GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyCloudCloudRuntimeScalability&HAElasticGraphDatabaseKnowledgeGraphRESTfulAPIs(Query,Ingestion,Model,etc.)GraphQueryAPMContext-AwarenessServicesInterfaceAnalyticsIndustrialAppsGraphAnalyticsBusinessRulesClassificationAuditHistoryMulti-tenancy•StructuredAssets•NetworkedAssets•SemanticModels&Ontologies•LooseRelationships•CustomObjectsGEDigitalPredixServices:Analytics23GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyGEDigital可重用分析目录CatalogofReusableAnalytics分析工作流程的业务流程引擎OrchestrationEngineforAnalyticsWorkflows资产感知分析Asset-awareAnalyticsAnalyticsServices24GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyGEDigitalPredixServices:Data27GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyGEDigitalSECURE,MULTI-TENANCYSERVICEFORHIGHVOLUMESOFDATAPROCESSINGANDSTORAGETimeseriesCloudGatewayMessageServiceAPIsMobileWebDataprocessingDataOriginationAnalysis&UsageDataIngestionPipelinesMachine+EnterpriseDataDataLake(Storage&Process)AnalyticsDatasetsPipelineCatalogsComplianceAccessCtrlPrivacyGovernanceNoSQLRelationalObjectCachingSearchDist.FileSyst.DataServices28G