2025-06-05 15:51:22
This solution leverages the deep integration of the ARMxy BL410 edge computing gateway and IEPE measurement modules to build an end-to-end equipment health monitoring system. By combining NPU-accelerated AI algorithms, it enables real-time vibration analysis, fault feature extraction, and remaining useful life (RUL) prediction for rotating machinery (e.g., motors, pumps, fans), transforming traditional "reactive maintenance" into "predictive maintenance" and reducing unplanned downtime