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:
Jan. 18, 2022

Filed:

Apr. 26, 2021
Applicant:

Sparkcognition, Inc., Austin, TX (US);

Inventors:

Alexandre Ardel, Austin, TX (US);

Shashank Bassi, Austin, TX (US);

Elmira M Bonab, Austin, TX (US);

Jeff Brown, Cedar Park, TX (US);

Assignee:

SPARKCOGNITION, INC., Austin, TX (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G05D 7/06 (2006.01); G06N 7/00 (2006.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G05D 7/0676 (2013.01); G06N 7/005 (2013.01);
Abstract

A method of detecting deviation from an operational state of a device includes obtaining preprocessed data corresponding to data sensed by one or more sensor devices coupled to the device. The method also includes processing the preprocessed data using a trained anomaly detection model to generate an anomaly score. The method also includes processing the anomaly score using an alert generation model to determine whether to generate an alert.


Find Patent Forward Citations

Ardel, Alexandre. (2022). Detection of deviation from an operating state of a device (U.S. Patent No. 11227236). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11227236

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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