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Figure6. Python code example for remaining useful life (RUL).
Figure7. Python-executed code example for the remaining useful life (RUL) estimation.
6. Conclusions Integrating VFD diagnostic data into NDT methodologies enhances fault detection and predictive maintenance without relying on additional external sensors. By leveraging the built-in monitoring capabilities of VFDs, real-time data on motor speed, torque, power, and
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