The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
May. 23, 2023

Filed:

Nov. 25, 2020
Applicant:

Amazon Technologies, Inc., Seattle, WA (US);

Inventors:

David Manley, London, GB;

Marinus Jan de Putter, Ittervoort, NL;

Assignee:

Amazon Technologies, Inc., Seattle, WA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G05B 19/10 (2006.01); G05B 19/418 (2006.01); G06K 9/62 (2022.01); G06N 5/04 (2023.01); G06N 3/08 (2023.01); G05B 23/02 (2006.01);
U.S. Cl.
CPC ...
G05B 19/4183 (2013.01); G05B 19/4184 (2013.01); G05B 23/02 (2013.01); G06K 9/6256 (2013.01); G06N 3/08 (2013.01); G06N 5/04 (2013.01); G05B 2219/32179 (2013.01); G05B 2219/32181 (2013.01); G05B 2219/32184 (2013.01); G05B 2219/32194 (2013.01); G05B 2219/32198 (2013.01);
Abstract

An industrial monitoring system comprises a monitoring device attached to an industrial device by a bond. Sensor data collected by the monitoring device during a commissioning period is received and used to train a machine learning model. Subsequent to the commissioning period, additional sensor data is collected by the monitoring device. An abnormal state of the bond between the monitoring device and industrial device is determined based on the additional sensor data and a characteristic inferred by the trained machine learning model. A notification of the abnormal state is generated.


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Manley, David. (2023). Industrial monitoring system device dislodgement detection (U.S. Patent No. 11656605). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11656605

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