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:
Aug. 22, 2023

Filed:

Jul. 27, 2022
Applicant:

Qualitrol Company Llc, Fairport, NY (US);

Inventors:

Aaron Acton, Pittsburgh, PA (US);

Peter Glover, Belfast, GB;

Mark Diamond, Bellaghy, GB;

Peter Brett, Belfast, GB;

David Cole, Ware, GB;

Paul Donegan, Dunoon, GB;

Assignee:

QUALITROL COMPANY LLC, Fairport, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H02J 3/00 (2006.01); G05B 23/02 (2006.01); G01R 31/08 (2020.01);
U.S. Cl.
CPC ...
H02J 3/0012 (2020.01); G01R 31/086 (2013.01); G01R 31/088 (2013.01); G05B 23/0245 (2013.01); G05B 23/0278 (2013.01);
Abstract

Systems, methods, and processor-readable storage media for AI-assisted electrical power grid fault analysis predict the cause of a fault and cause the fault to be remedied by receiving an indication that a first fault has occurred, identifying a plurality of additional fault records associated with the first fault, obtaining a first prediction of the cause of the fault based on the first fault record and the plurality of fault records by applying the fault records to a machine learning model, obtaining a second prediction of the cause of the fault by applying the fault records to a rules-based model, and obtaining a final prediction of the cause of the first fault based on the first prediction and the second prediction. The final prediction of the cause of the first fault is used to cause the predicted cause of the first fault to be remedied.


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