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Tag: anomaly

Anomaly detection system. Case study

Anomaly detection system. Case study

The problem

There is a coldproof box with electronics (e.g. smart house control center).
We need to detect any environmental anomalies inside the box-case like overheating, coldproof failure or any other.

The plan

  1. The first thing to do is to gather some measurements data of normal system operation.
  2. Define a probabilistic model of normal operation.
  3. Continue reading “Anomaly detection system. Case study”

Author dmitryPosted on 14th January 2018Categories hobby, Machine learning, Modelling, Smart house, Study & ResearchTags air humidity, Air temperature, anomaly, sensor, time seriesLeave a comment on Anomaly detection system. Case study

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