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:
Jun. 30, 2026

Filed:

Aug. 01, 2022
Applicant:

Baker Hughes Holdings Llc, Houston, TX (US);

Inventors:

Godine Kok Yan Chan, Houston, TX (US);

Okja Kim, Houston, TX (US);

Tarik Borogovac, Wakefield, MA (US);

Shyam Boriah, Somerville, MA (US);

Mohamad Bagheri Esfe, Houston, TX (US);

Assignee:

Baker Hughes Holdings LLC, Houston, TX (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/042 (2023.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
G06N 3/042 (2023.01); G06N 3/08 (2013.01);
Abstract

A machine learning based method for determining a likelihood of corrosion of a component is provided. The method comprises receiving data associated with a portion of at least one component, the data describing one or more operating conditions of the portion of the at least one component, applying, to the data associated with the portion, a first machine learning model, determining, responsive to the applying of the first machine learning model, a likelihood of corrosion specific to the at least one component based at least in part on the one or more operating conditions of the portion, and outputting, automatically and without user intervention, the likelihood of corrosion specific to the at least one component on a display.


Find Patent Forward Citations

Quick Actions:

Chan, Godine Kok Yan. (2026). Machine learning based techniques for predicting component corrosion likelihood (U.S. Patent No. 12670361). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12670361

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