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Predictive Maintenance

IoT Sensor Analytics & Machine Learning Health Modeling

📉

Vibration Analysis

Motor Axis X-Y Telemetry

Normal

🌡️

Thermal Monitoring

Main Bearing Core Temp

Normal

100% Health

AI DIAGNOSTIC

System operating within optimal parameters. No anomalies detected.

Failure Prob.

0.1%

Est. RUL

> 1 Year

🛠️ Simulation Controls

Bearing Wear 0%

Temperature Input 45°C

Vibration Input 0.5 mm/s