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. 10, 2024

Filed:

May. 20, 2021
Applicant:

Schlumberger Technology Corporation, Sugar Land, TX (US);

Inventors:

Valerian Guillot, Montpellier, FR;

Florian Karpfinger, Dhahran, SA;

Ali Ozbek, Cambridge, GB;

Riadh Boualleg, Stonehouse, GB;

Ling Li, Stonehouse, GB;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
E21B 7/04 (2006.01); E21B 41/00 (2006.01); E21B 44/00 (2006.01); E21B 49/00 (2006.01); G06F 30/13 (2020.01); G06F 30/27 (2020.01);
U.S. Cl.
CPC ...
G06F 30/27 (2020.01); E21B 7/04 (2013.01); E21B 41/00 (2013.01); E21B 44/00 (2013.01); E21B 49/00 (2013.01); G06F 30/13 (2020.01); E21B 2200/20 (2020.05); E21B 2200/22 (2020.05);
Abstract

A method to design well trajectories includes determining dogleg severity as a function of inclination, and a corresponding rate of penetration performance of the tool by a hybrid model including physical modelling and machine learning correction. The method includes solving for optimal steering parameters to predict a dogleg severity as close as possible to a desired dogleg severity at a given inclination of the trajectory, which is repeated for dogleg severity and inclination combinations of interest. The rate of penetration for feasible points is also determined and a rate of penetration (or time-to-target) map can be produced. Potential trajectories are then evaluated relative to the map to estimate drilling time-to-target, and an optimal trajectory can be selected that has a lowest time-to-target while also being feasible for the tool and optionally avoiding risks or downhole obstacles.


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