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:
Sep. 10, 2019
Filed:
Nov. 25, 2014
Applicant:
Halliburton Energy Services, Inc., Houston, TX (US);
Inventors:
Songhua Chen, Katy, TX (US);
Wei Shao, Conroe, TX (US);
Assignee:
HALLIBURTON ENERGY SERVICES, INC., Houston, TX (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01V 3/00 (2006.01); G01N 24/08 (2006.01); E21B 49/00 (2006.01); G01R 33/44 (2006.01); E21B 49/02 (2006.01); G01N 15/08 (2006.01); G01N 23/223 (2006.01); E21B 47/12 (2012.01);
U.S. Cl.
CPC ...
G01N 24/081 (2013.01); E21B 49/00 (2013.01); E21B 49/02 (2013.01); G01N 15/088 (2013.01); G01N 23/223 (2013.01); G01R 33/448 (2013.01); E21B 47/12 (2013.01);
Abstract
Systems, methods, and software for predicting total organic carbon (TOC) values are described. A representative method includes obtaining nuclear magnetic resonance (NMR) data and training a radial basis function (RBF) model based on the NMR data and measured total organic carbon (TOC) values. The method also includes obtaining subsequent NMR data and employing the trained RBF model to predict TOC values based at least in part on the subsequent NMR data. The method also includes storing or displaying the predicted TOC values.