数字驱动下制造业价值链变革.pdf

1、?务?务?PMI?/?10.6%?7.9%?2022?40?GDP务?27.7?13?Source:from?Source:from eWorksSource:from IDCSource:from?Sources:Germany Trade&Invest,INDUSTRIE 4.0-Smart manufacturing for the future,July 1,2014;National Academy of Science and Engineering,Securing the future of German manufacturing industry:Recommendatio

2、ns for implementing the strategic initiative Industry 4.0,April 2013;Deloitte analysis.1.0?1784?2.0?1913?3.0?ERP/MES?ISA95?1969?务?PLC?务?4.0?IOT/AI/Analytics,Cyber-Physical system,RAMI 4.0?(CPS)?导?IPv6?2012?2011?1?4.0?18?20?1970s-2000s2010?5?4.0?务?务?5-10%?研?务?10-20%?模?模?研?研?务?10-20%?研?研?5+%?研?10-20%?

3、研务?模?的?OT?UptimeOEE?CAD/CAM/EDANPI?LOWER COSTSINCREASE REVENUESIMPROVE SUSTAINABILITY?CAD?CAE?EDA?4.0?4.0?WAGES?的?的?APS?MES?PPE?务?Monolithic Pyramid?Smart Factory?IT-OT?/?IT?IT?OTConverging IT and OT?/?ApplicationsEdge&MLControl&FieldPLMERPERPBig DataML3rdPartySecurityCV for QualityAssetMgmt.MESIoTE

4、nabler of Industry 4.0 Edge/IoT Data PlatformPLMCRMERPBig DataMachine Learning3rdPartySecurityOPC UAITOTL4Business Planning&LogisticsL2Monitoring&SupervisingL1Sensing&ManipulatingL0production ProcessL3Manufacturing OperationSensors&signalsPLCSCADA/HMIMESERPISA95?4.0?Industry 4.0Vertical&horizontal i

5、ntegrationIndustrial Internet of Things AugmentedrealityAdditivemanufacturingCybersecurityCloudSimulation&HPCBig Data AI/ML,analyticsAutonomous robots?AI/ML?AI?愿?AI?务?务?务?IT/HR?PlanningOEES&OPWMSWarrantyMarketingTrack&TraceOperational DataHistoriansSCADAEMRHadoop+SparkKinesis Data Analytics Real tim

6、e AnalyticsElasticsearch ServiceOperational AnalyticsAthenaInteractive analyticsAI&ML?APIsAPI GatewayRest&HTTP APIsAppSyncGraphqlSageMakerMachine Learning ToolboxForecastDemand ForecastingRDSMySQL,PostgreSQL,MariaDB,Oracle,SQL Server,Dynamo