TDK SensEI 与 AWS 合作构建了可扩展的物联网平台用于传感器洞察.pdf

1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.N T A-2 0 4TDK SensEI built scalable IoT platform with AWS for sensor insightsOren WaldmanSenior Solutions Architect,AWSBob RothCTO,TDK SensEI 2025,Amazon Web Servic

2、es,Inc.or its affiliates.All rights reserved.AgendaOverview Evolution of Industrial IoT CbM to PdM to AgenticThe TDK SensEI Platform built with AWS Edge+Cloud architecture designs and learnings security as a key elementFusion of Machine Learning/AI and Industrial Data The future of Factory Managemen

3、t using Agentic AI 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Who are we?and what is our market?TDK SensEI is a next-generation edge intelligence platform that fuses advanced sensors,AOI,AI,and machine learning to deliver real-time,actionable insights for predictive maintenan

4、ce and performance optimization across industrial environments.Markets:ManufacturingSmart BuildingsLogistics&Distribution CentersEnergy 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Evolution of Machine MaintenanceCondition Based MonitoringPredictiveMaintenancePrescriptive Maint

5、enance&Agentic AIDeployed sensors will detect modalities(vibrations,temperature,pressure,etc.)that establishes a baseline for what is healthy.AI analyzes&pinpoints machine failures.AI can be embedded within the sensors themselves and can now infer upon data that predicts when machines fail.This info

6、rms maintenance routines and improves operational efficiency.AI within sensors accurately detects upcoming machine failures/maintenance needs and recommends steps to address issues or prevent future failures.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.edgeRX Evolution:Predicti