Predictive maintenance
Is your fan obstructed?
Detect with an accelerometer if your fan is obstructed
predictive maintenance predictive maintenance fan microcontroller obstruction anomaly detection accelerometer
Determine if your fan has been obstructed.
We will use a microcontroller and an accelerometer to collect date. An anomaly detection library will be created using 3rd party tools..
We will learn the fan's usual behavior, then we will generate an anomaly using a Post It. We used three speeds for the fan.
Results from deployment:
99%
6.8kB
Accuracy
RAM used