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CADFEM presents a complete, real-time Digital Twin demonstration — built using Ansys ROMs, cloud connectivity, live sensor data, Kalman filtering, and automated system control. In this video, you’ll see how a physical motorized eccentric camshaft is transformed into an intelligent virtual model capable of real-time prediction and adaptive decision-making. 🌐 What This Digital Twin Demo Includes ✔ Physical hardware with an eccentric camshaft ✔ Vibration sensors collecting data under varying rotational loads ✔ Live data streaming to AWS ✔ Cloud-based processing + calibration ✔ Kalman Filter–based fusion of sensor data & ROM predictions ✔ Real-time updates of stress, strain, deformation & fatigue life every 10 seconds ✔ System-controlled RPM adjustments based on fused insights ✔ A Digital Twin that syncs physical + virtual worlds in real time 💡 Why This Matters Digital Twins are reshaping engineering by enabling: — Predictive maintenance — Faster diagnostics — Smart monitoring — AI-enabled control — Reduced downtime — Intelligent simulations plugged into real-world data This demo showcases how simulation, cloud computing, sensing technologies, and automation work together to create engineering intelligence. 🔧 Built Entirely by CADFEM Engineers From the physical setup to data fusion, cloud workflow, and simulation integration — this Digital Twin pipeline is developed in-house at CADFEM. ▶️ Watch the full video to see the real & virtual systems run in perfect harmony. If you're exploring Digital Twins for your products, machinery, or R&D programs — CADFEM can help you build the future of intelligent engineering. Email : marketing@cadfem.in #DigitalTwin #CADFEM #Ansys #Simulation #CloudComputing #PredictiveMaintenance #Industry40 #EngineeringIntelligence #AIEngineering #DigitalEngineering Digital twin technology, Digital twin, Digital twinning, Digital twin software, Digital twin in healthcare, what is a digital.twin, digital twins meaning,digital twin', 3d digital twin,digital twin news, digital twin album, digital twin examples, digital twin software,what is digital twin technology,digital twin in manufacturing,