Vibration analysis to detect an abnormal behavior on a gearbox.
>> Link to the original page of the dataset
>> Download the dataset used in the NanoEdge AI Studio
Regular and Abnormal signals
- Regular signals: Normal functioning
- Abnormal signals: Faulty gear
Signal length 512 (4 axes)
Data rate 416 Hz; Range: 2g
Anomaly detection:
99.67% accuracy, 4.0 KB RAM, 7.1 KB Flash
Blue points correspond to normal signals, red points to abnormal ones.
The signal numbers are on the abscissa and the confidence of the prediction is on the ordinate
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