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:
Dec. 08, 2020

Filed:

May. 18, 2016
Applicant:

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

Inventors:

Sandip Bose, Brookline, MA (US);

Maja Skataric, Cambridge, MA (US);

Smaine Zeroug, Lexington, MA (US);

Bikash Kumar Sinha, Cambridge, MA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
E21B 49/00 (2006.01); G06N 20/00 (2019.01); G01V 1/50 (2006.01); G01V 1/44 (2006.01); G06N 7/00 (2006.01); E21B 47/005 (2012.01);
U.S. Cl.
CPC ...
E21B 49/00 (2013.01); E21B 47/005 (2020.05); G01V 1/44 (2013.01); G01V 1/50 (2013.01); G06N 7/005 (2013.01); G06N 20/00 (2019.01); G01V 2210/542 (2013.01);
Abstract

The present disclosure provides methods and systems for analyzing cement integrity in a depth interval of a wellbore having a multiple string casing with an innermost annulus disposed inside at least one outer annulus. The method includes processing ultrasonic data obtained from ultrasonic measurements on the interval of the wellbore to determine properties of the innermost annulus. The method also includes processing sonic data obtained from sonic measurements on the interval of the wellbore to extract features of the sonic data. The features of the sonic data are input to a machine learning processing to determine properties of both the innermost annulus and the least one outer annulus. Additional processing of ultrasonic and sonic data can also be used to determine properties of both the innermost annulus and the least one outer annulus. These properties can be used to analyze cement integrity in the depth interval of the wellbore.


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