Zalmotek / Thingy:53 - Predictive Maintenance Public
Impulse #1

Time series data

2,000 ms.
200 ms.
Invalid frequency

Spectral Analysis

Classification (Keras)

2 (Normal_Operation, Unbalance_In_Rotating_Parts)
2 (Normal_Operation, Unbalance_In_Rotating_Parts)
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Anomaly Detection (K-means)

1 (Anomaly score)
1 (Anomaly score)
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Output features

3 (Normal_Operation, Unbalance_In_Rotating_Parts, Anomaly score)
3 (Normal_Operation, Unbalance_In_Rotating_Parts, Anomaly score)
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No data collected yet

You'll need some training data to design your first impulse.