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.
Patent No.:
Date of Patent:
Mar. 14, 2023
Filed:
Nov. 15, 2018
Applicant:
Schlumberger Technology Corporation, Sugar Land, TX (US);
Inventors:
Assignee:
Schlumberger Technology Corporation, Sugar Land, TX (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
E21B 44/00 (2006.01); E21B 21/08 (2006.01); G06N 7/00 (2006.01); G01V 1/50 (2006.01); E21B 49/00 (2006.01); G01V 11/00 (2006.01); G06F 30/20 (2020.01); G06F 17/15 (2006.01); G06F 17/16 (2006.01); G06N 3/04 (2006.01); G06F 30/27 (2020.01); G06N 3/08 (2006.01); G06T 13/80 (2011.01);
U.S. Cl.
CPC ...
E21B 44/00 (2013.01); E21B 21/08 (2013.01); E21B 49/003 (2013.01); G01V 1/50 (2013.01); G01V 11/00 (2013.01); G06F 17/15 (2013.01); G06F 17/16 (2013.01); G06F 30/20 (2020.01); G06F 30/27 (2020.01); G06N 3/0445 (2013.01); G06N 3/0472 (2013.01); G06N 3/08 (2013.01); G06N 7/00 (2013.01); G01V 2200/14 (2013.01); G01V 2200/16 (2013.01); G06T 13/80 (2013.01);
Abstract
A method can include receiving multi-channel time series data of drilling operations; training a deep neural network (DNN) using the multi-channel time series data to generate a trained deep neural network as part of a computational simulator where the deep neural network includes at least one recurrent unit; simulating a drilling operation using the computational simulator to generate a simulation result; and rendering the simulation result to a display.