Tyco Fire + Security Gmbh

John M Sullivan

Bret M Botzong

Kelsey Carle Schuster

Christopher J Verink

Matthias Walczyk

Andrew S Pike

A system includes a plurality of vibration sensors configured to be coupled to a unit of building equipment, an edge device arranged between the plurality of vibration sensors and a communications network. The edge device is programmed to detect an abnormality in vibration data from the plurality of vibration sensors by ingesting streams of vibration data from the plurality of vibration sensors, performing signal processing on the streams of vibration data to obtain inputs for a machine learning model, determining whether the abnormality is occurring by applying the inputs to the machine learning model, determining a trend associated with the abnormality based on outputs of the machine learning model, and causing a portion of the vibration data to be communicated to a first computing system via the communications network in response to the trend satisfying a criterion.

Growing community of inventors

Land O Lakes, FL, United States of America

John M Sullivan