面向人工智能制造的现代化运营技术.pdf

1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.I N D 3 7 0Modernizing Operational Technology for AI-powered ManufacturingJoseph RosingHead of Manufacturing&Supply Chain Center of ExcellenceAmazon Web Services 202

2、5,Amazon Web Services,Inc.or its affiliates.All rights reserved.Reindustrialization Must be AI-Driven 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.What hasnt changed?Be predictably boring across key performance indicators Solve problems with human-like reasoning,machine-scale c

3、onsistency Reduce VariationEmpower Employees Make better decisions,faster Build resiliency through flexibility Capture knowledge and onboard new operators fasterExecute at Speed AI-enabled capacity optimization Predictive,prescriptive,self-adapting operations Drive interoperability of machines and s

4、ystems 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.80%Of business leaders recognize Generative AIs potential to deliver closed-loop manufacturing systems capable of real-time production adjustments and reduced variation that surpass human capabilities 30%Of organizations are b

5、uilding the modern industrial data architecture required to implement AI systems at scale 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Evolving the manufacturing data landscapeTraditionalMonolithic pyramidManagementlevelField and control levelERPPLMSCADAPLC,DCSSensors&actuators

6、MESSmart,software-defined factoryDesiredApplicationsEdge&MLControl&fieldPLMERPAI AgentsML3rd PartyNLPAssetMgmt.MESIoTEnabler of Industry 4.0 Edge/IoT Data PlatformRoboticsTenetsITOT IntegrationAny-to-Any CommunicationSystems of Record,Transaction,and Action 2025,Amazon Web Services,Inc.or its affili