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. 31, 2024

Filed:

Jan. 29, 2021
Applicant:

Saudi Arabian Oil Company, Dhahran, SA;

Inventors:

Megat A. Rithauddeen, Dhahran, SA;

Fayez Kharbat, Dhahran, SA;

Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
E21B 49/08 (2006.01); G01V 20/00 (2024.01);
U.S. Cl.
CPC ...
E21B 49/0875 (2020.05); G01V 20/00 (2024.01); E21B 2200/20 (2020.05);
Abstract

Systems and methods include a method and system used to predict and monitor lean mono-ethylene glycol (MEG) concentrations after a regeneration process. Process simulations are executed in a MEG regeneration system to generate intermediate parameters and a model correlating MEG concentrations and inorganic salt concentrations. A model for estimating a salt concentration build-up rate from spot samples is generated based on the process simulations. A lean MEG concentration with presence of inorganic salts is predicted in the MEG regeneration system using hybrid artificial intelligence and leveraging physics-guided machine learning.


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