xDT: Virtual Sensing on Industrial Edge Powered by
summary
A robot pushes on a steering knuckle while an executable digital twin runs on Siemens Industrial Edge via LiveTwin, ingesting measured force and producing virtual sensing values that update in real time to rebalance applied force; the demonstrator completes closed‑loop control on‑site. A small on‑prem GPU hosts a local LLM for plain‑language queries of measurements and twin data. AWS tools used: Amazon Bedrock for model selection and SageMaker HyperPod for fine‑tuning.
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