Training multi-variate anomaly detector for multiple devices

Mark Taylor (PIHV) 1 Reputation point Microsoft Employee
2022-11-15T17:14:53.103+00:00

If I have multiple instances of the same device - e.g. multiple of same conveyer belt model in a factory, how do I setup training so I can feed in all data across these devices but preserve the device relationship of the data? For example, if device one is sending temp and vibration data in parallel with device two, how do I avoid running training on both meshed together but still allow all the data from various instances of same model devices to be included in the training data?

Azure Anomaly Detector
Azure Anomaly Detector
An Azure cognitive service that is used to embed time-series anomaly detection capabilities into apps to help identify problems quickly.
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  1. YutongTie-MSFT 27,771 Reputation points
    2022-11-17T20:28:37.05+00:00

    Hello @Mark Taylor (PIHV)

    Since we are working on this issue internally, we will close this thread at this moment. I will share general soluntion for this topic latter to public for reference.

    Thanks.

    Regards,
    Yutong

    -Please kindly accept the answer if you feel helpful to support the community, thanks a lot.