BUILDING MANAGEMENT SYSTEM WITH MACHINE LEARNING FOR DETECTING ANOMALIES IN VIBRATION DATA SETS
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United States of America Patent
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Issued Date -
Dec 1, 2022
app pub date -
Aug 12, 2022
filing date -
Aug 12, 2022
priority date (Note) -
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status (Latency Note)
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Abstract
A building management system includes building equipment operable to affect a variable state or condition of a building and a controller including a processing circuit. The processing circuit is configured to obtain a vibration data set related to vibrations of the building equipment and analyze the vibration data set by one or more machine learning models to generate a set of probabilities. The set of probabilities is related to a probability that the vibration data set is abnormal. The processing circuit is configured to identify the vibration data set as normal or abnormal based on the set of probabilities and initiate a corrective action responsive to identifying the vibration data set as abnormal.
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Cited Art Landscape
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