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:
Nov. 03, 2026

Filed:

Dec. 18, 2023
Applicant:

Saudi Arabian Oil Company, Dhahran, SA;

Inventors:

Konstantinos Kotsovos, Thuwal, SA;

Anas Bintin, Thuwal, SA;

Issam Gereige, Thuwal, SA;

Marwan H. Abdullah, Thuwal, SA;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G05B 13/02 (2006.01); G06N 5/022 (2023.01);
U.S. Cl.
CPC ...
G05B 13/0265 (2013.01); G06N 5/022 (2013.01);
Abstract

Disclosed are methods, systems, and computer-readable media to perform operations including: receiving, by a first machine learning model, information including one or more of: a solar panel current, a solar panel voltage, a battery current, a battery voltage, a load current, or a load voltage of the off-grid solar power system; predicting, by the first machine learning model, operating parameters of the off-grid solar power system including one or more of: a solar panel power, a solar intensity, a load profile, a battery voltage over time based on the received information; receiving, by a second machine learning model, a comparison between one or more predicted operating parameters and one or more actual operating parameters; and sending, by the second machine learning model, a user notification for an abnormal operating condition of the off-grid solar power system based on the comparison result.


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Kotsovos, Konstantinos. (2026). Performance forecast and failure prediction for off-grid solar power systems (U.S. Patent No. 12782888). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12782888

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