Motor Health Monitor
Predictive maintenance for industrial motors — vibration analysis on-device, BLE to Android, OTA updatable.
The product
Unplanned motor failure stops production lines. This monitor samples vibration at 4 kHz through DMA, runs Matrix Profile anomaly detection at the edge, and flags developing faults to an Android app over BLE — before the bearing dies.
Designed as a deployable product: FreeRTOS task architecture, failure-handling strategy, and OTA updates so firmware improves after installation.
Under the hood
THE ENGINEERING
- 01
ADC + DMA pipeline sampling vibration at 4 kHz without CPU stalls
- 02
Matrix Profile time-series anomaly detection running on-device
- 03
BLE link to an Android app for live health dashboards
- 04
OTA update path for fleet-wide firmware evolution
In the product
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