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:
Oct. 07, 2025

Filed:

Nov. 09, 2022
Applicant:

Halliburton Energy Services, Inc., Houston, TX (US);

Inventors:

Dale E. Jamison, Houston, TX (US);

Mateusz Michal Dyngosz, Houston, TX (US);

Aidan Porter, Aberdeen, GB;

Assignee:
Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
E21B 44/00 (2006.01); E21B 47/00 (2012.01); E21B 49/00 (2006.01); G01V 20/00 (2024.01);
U.S. Cl.
CPC ...
E21B 44/00 (2013.01); E21B 47/00 (2013.01); E21B 49/00 (2013.01); G01V 20/00 (2024.01); E21B 2200/20 (2020.05); E21B 2200/22 (2020.05);
Abstract

Determining the likelihood of an event occurring during a drilling operation can utilize various input parameters collected from one or more sensors located downhole or at a surface location of the borehole undergoing the drilling operation. The collected input parameters can be weighted according to user parameters and then calculated over time to determine a trend in the input parameters. The trend can be analyzed against one or more probability models, such as using a machine learning process, to determine a potential for the event to occur and an estimated time interval over which the event may occur. The results of this analysis can be used by users or drilling systems to implement corrective actions to reduce or avoid the potential for the event occurring.


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