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. 03, 2024

Filed:

Jun. 14, 2017
Applicant:

Hifi Engineering Inc., Calgary, CA;

Inventors:

Seyed Ehsan Jalilian, Calgary, CA;

Dongliang Huang, Calgary, CA;

Henry Leung, Calgary, CA;

King Fai Ma, Calgary, CA;

Assignee:

Hifi Engineering Inc., Alberta, CA;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01F 1/66 (2022.01); G01M 3/28 (2006.01); G06N 3/0455 (2023.01); G06N 3/08 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G01F 1/666 (2013.01); G01F 1/662 (2013.01); G01M 3/2807 (2013.01); G06N 3/08 (2013.01); G06N 20/00 (2019.01); G06N 3/0455 (2023.01);
Abstract

There is provided a method of estimating flowrate in a pipeline based on acoustic behaviour of the pipe. First acoustic data is measured from the pipeline. A flowrate of the fluid in the pipeline is then estimated. The estimation is based on the first acoustic data and based on a correlation established between second acoustic data and corresponding flowrate data from an experimental pipeline. The correlation is established by a machine learning process (which may include the use of an artificial neural network, such as an autoencoder). The second acoustic data and corresponding flowrate data are used as inputs to the machine learning process.


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