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Amazon Monitron uses two methods to monitor vibration, through ISO or custom threshold model and a machine learning (ML) model.
For the first method with the ISO or custom threshold model, when you setup an asset and mount a sensor to a position, each sensor position can be assigned a different machine class. These classes can be based on the ISO 20816 standards classes 1-4 or custom classes where you define the minimum warning and alarm thresholds.
The second method of is through the ML model, this model is trained based on reading from the sensor positions on your asset.
The alert notifications you receive are generated using both ML and class thresholds.
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