利用数据共享和智能体人工智能驱动自主运营.pdf

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1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.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 1 6Jonas BrkelHe/himSenior Solutions ArchitectAWSEmilia BrzozowskaShe/herWW Tech Leader Ma

2、nufacturingAWSDriving Autonomous Operations with Data Sharing and Agentic AI 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.What youll learnAutonomous industrial operationsTop generative AI use cases in industry Combining data management with agentic AISecure data exchange across

3、 organizationsDesigning an asynchronous data agent 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Lets align on the theory 2025,Amazon Web Service

4、s,Inc.or its affiliates.All rights reserved.+ERP,CMMS,QMS+Historical production data,environmental sensors,supplier and workforce data+Digital twins,PLM/SCM integration,external data knowledge graphsMaturityDescriptionData SourcesFocusDiagnose Reactive visibility humans monitor machine data and resp

5、ond manually to issues.Resolve Predict Systems automatically mitigate specific problems based on rules or thresholds.Generative AI analyzes patterns and suggests proactive improvements with human oversight.Collaborative(Autonomous)Optimize Agents operate autonomously,coordinating across systems to s

6、elf-optimize performance.PLCs,SCADA,MESNone WorkflowDynamic(Human in the loop)Gen AI TypeAutonomous operations maturity modelL1:Monitoring&AlertsL2:Automated MitigationL3:Proactive OptimizationL4:Autonomous 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Top generative AI use case