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:
Feb. 25, 2020
Filed:
Mar. 06, 2018
Applicant:
Jonathan R Willinger, Moore, OK (US);
Inventor:
Jonathan R Willinger, Moore, OK (US);
Assignee:
Other;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); E21B 49/00 (2006.01); G01V 1/28 (2006.01); G01V 1/34 (2006.01); E21B 43/267 (2006.01); E21B 43/26 (2006.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); E21B 49/00 (2013.01); G01V 1/288 (2013.01); G01V 1/34 (2013.01); E21B 43/26 (2013.01); E21B 43/267 (2013.01); G01V 2210/1234 (2013.01); G01V 2210/646 (2013.01); G01V 2210/72 (2013.01);
Abstract
The new art includes a system, process and means to label microseisms generated by hydraulic fracture operations and detected by acoustic sensors so a that machine learning process may be trained to perform mapping of propped hydraulic fracture dimensions in real-time or near-real time. This labeling process creates a labeled training set that enables any supervised machine learning process to be tested and trained whereby the process may perform real-time mapping of propped and unpropped fractures in subsequent treatment stage(s).