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:
Feb. 25, 2025

Filed:

Feb. 05, 2021
Applicants:

Jun Su an, Houston, TX (US);

Thomas Swanson, Houston, TX (US);

Paul T. Schuber, Houston, TX (US);

Andrew Mordh, Houston, TX (US);

Inventors:

Jun Su An, Houston, TX (US);

Thomas Swanson, Houston, TX (US);

Paul T. Schuber, Houston, TX (US);

Andrew Mordh, Houston, TX (US);

Assignee:

SOLUGEN, INC., Houston, TX (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01N 33/18 (2006.01); C02F 1/00 (2023.01); C02F 3/00 (2023.01); C02F 103/10 (2006.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
G01N 33/18 (2013.01); C02F 1/008 (2013.01); C02F 3/006 (2013.01); G06N 3/08 (2013.01); C02F 2103/10 (2013.01);
Abstract

A method for determining a water treatment plan for produced water includes receiving sample water analysis for the produced water, and receiving one or more key performance indicators (KPIs) that each indicate a selected treatment result for the produced water. In addition, the method includes providing the sample water analysis and the KPIs to a machine learning model and determining a water treatment plan for the produced water using the machine learning model, wherein the water treatment plan comprises one or more additives for the produced water that are to provide the produced water with the KPIs.


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