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Sensor based system and method for drift analysis to predict equipment failure

Invented by: Christine Trainor
Boca Raton, FL

David Vavrasek
Westfield, NJ Applicant: Name City State Country Type Sensormatic Electronics, LLC Westford MA US

Originally Assigned to: Sensormatic Electronics, LLC
Westford, MA Family ID: 1000004150532
[Now assigned to . . .]

Issued:2019-07-16
Filed:2015-09-30
Application No:14870551
Examined by:Kazimi; Hani M

Techniques for detecting physical conditions at a physical premises from collection of sensor information from plural sensors execute one or more unsupervised learning models to continually analyze the collected sensor information to produce operational states of sensor information, produce sequences of state transitions, detect during the continual analysis of sensor data that one or more of the sequences of state transitions is a drift sequence, correlate determined drift state sequence to a stored determined condition at the premises, and generate an alert based on the determined condition. Various uses are described for these techniques.

[pdf] U.S. Pat. No. 10,354,332

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