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:
Dec. 10, 2024

Filed:

Sep. 06, 2021
Applicant:

Abb Schweiz Ag, Baden, CH;

Inventors:

Ralf Gitzel, Mannheim, DE;

Subanatarajan Subbiah, Neulussheim, DE;

Benedikt Schmidt, Heidelberg, DE;

Assignee:

ABB Schweiz AG, Baden, CH;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
H02B 3/00 (2006.01); G01J 5/00 (2022.01); G06N 3/08 (2023.01); G06N 20/00 (2019.01); G06T 7/13 (2017.01); G06V 10/764 (2022.01); G06V 10/774 (2022.01); G06V 20/00 (2022.01); G06N 3/045 (2023.01);
U.S. Cl.
CPC ...
H02B 3/00 (2013.01); G01J 5/0066 (2013.01); G01J 5/0096 (2013.01); G06N 3/08 (2013.01); G06N 20/00 (2019.01); G06T 7/13 (2017.01); G06V 10/764 (2022.01); G06V 10/774 (2022.01); G06V 20/00 (2022.01); G01J 2005/0077 (2013.01); G06N 3/045 (2023.01); G06T 2207/10048 (2013.01);
Abstract

An apparatus for monitoring a switchgear includes: an input unit; a processing unit; and an output unit. The input unit provides the processing unit with a monitor infra-red image of a switchgear. The processing unit implements a machine learning classifier algorithm to analyse the monitor infra-red image and determine if there is one or more anomalous hot spots in the switchgear. The machine learning classifier algorithm has been trained based on a plurality of different training infra-red images, the plurality of training infra-red images including a plurality of synthetic infra-red images generated from a corresponding plurality of visible images. The output unit outputs information relating to the one or more anomalous hot spots.


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