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:
Sep. 23, 2025

Filed:

Apr. 13, 2020
Applicant:

Landmark Graphics Corporation, Houston, TX (US);

Inventors:

Da Pang, Beijing, CN;

Srinath Madasu, Houston, TX (US);

Xinli Jia, Sugar Land, TX (US);

Keshava Prasad Rangarajan, Sugar Land, TX (US);

Assignee:

Landmark Graphics Corporation, Houston, TX (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
E21B 41/02 (2006.01); E21B 37/06 (2006.01); E21B 47/00 (2012.01); E21B 47/07 (2012.01); E21B 47/10 (2012.01); E21B 49/08 (2006.01); G05B 13/02 (2006.01); G05B 13/04 (2006.01);
U.S. Cl.
CPC ...
E21B 47/006 (2020.05); E21B 37/06 (2013.01); E21B 41/02 (2013.01); E21B 47/07 (2020.05); E21B 47/10 (2013.01); E21B 49/0875 (2020.05); G05B 13/027 (2013.01); G05B 13/041 (2013.01); E21B 2200/20 (2020.05); E21B 2200/22 (2020.05);
Abstract

System for optimizing operation of an oil and gas well employs multi-objective Bayesian optimization of wellbore parameters to minimize scaling and corrosion. The system may contain instrumentation for measuring temperature, pressure, at least one production parameter and at least one ion concentration of the fluid in the wellbore. The system may also have a processor for performing a calculation procedure to determine an anticipated corrosion rate ('Vbase') and a scaling index (“Is”) reflecting a tendency of scale to form in the wellbore based on the measurements provided by the instrumentation, where Vbase and Is are calculated along the length of the wellbore. Based on a selected set of optimization points taken from the calculations of Vbase and Is, the system may control the alkalinity and flow rate of the fluid based on the multi-objective optimization to simultaneously optimize scaling and corrosion.


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