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.
Patent No.:
Date of Patent:
Apr. 28, 2026
Filed:
Mar. 31, 2023
Applicant:
Saudi Arabian Oil Company, Dhahran, SA;
Inventors:
James O. Arukhe, Dhahran, SA;
Torty C. Kalu-Ulu, Ras Tanura, SA;
Suhail A. Samman, Riyadh, SA;
Hamad M. Almarri, Nuayriyah, SA;
Assignee:
SAUDI ARABIAN OIL COMPANY, Dhahran, SA;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
E21B 47/008 (2012.01);
U.S. Cl.
CPC ...
E21B 47/008 (2020.05); E21B 2200/22 (2020.05);
Abstract
A method for predicting a lifespan of an electric submersible pump (ESP) involves obtaining data associated with the ESP, the data originating from different categories, predicting, using a machine learning model, based on the data, a remaining expected life of the ESP, and reporting the remaining expected life.
Arukhe, James. (2026). Method and system for predicting the lifespan of electric submersible pumps using random-forest machine-learning (U.S. Patent No. 12612854). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12612854
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile