This tutorial will guide you through the process of building a vibrational anomaly detector using NanoEdge AI Studio and deploying it to the SAMD21 development board.

You’ll be capturing accelerometer data using the IMU2 Click board and using NanoEdge AI Studio to train a library that can model the nominal behavior of the USB case fan. Then deploying that library to the SAMD21 MCU to detect anomalous events (in this case, fan blockage) in real-time.

Once you’ve completed this project, you should have the knowledge and starter code to build an anomaly detector that fits your own needs.