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:
Nov. 01, 2022

Filed:

Feb. 13, 2019
Applicant:

Northeastern University, Shenyang, CN;

Inventors:

Jin hai Liu, Shenyang, CN;

Ming rui Fu, Shenyang, CN;

Sen xiang Lu, Shenyang, CN;

Hua guang Zhang, Shenyang, CN;

Da zhong Ma, Shenyang, CN;

Gang Wang, Shenyang, CN;

Jian Feng, Shenyang, CN;

Xin bo Zhang, Shenyang, CN;

Ge Yu, Shenyang, CN;

Hong qiu Wei, Shenyang, CN;

Assignee:

NORTHEASTERN UNIVERSITY, Shenyang, CN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2006.01); G06N 3/04 (2006.01); G01N 27/82 (2006.01); G06Q 10/00 (2012.01); G06N 5/00 (2006.01); G06N 20/20 (2019.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G01N 27/82 (2013.01); G06N 3/0481 (2013.01); G06N 5/003 (2013.01); G06N 20/20 (2019.01); G06Q 10/20 (2013.01);
Abstract

Provided is an intelligent analysis system for inner detecting magnetic flux leakage (MFL) data in pipelines, including a complete data set building module, a discovery module, a quantization module and a solution module, wherein: a complete data set building method is adopted in the complete data set building module to obtain a complete magnetic flux leakage data set; a pipeline connecting component discovery method is adopted in the discovery module to obtain the precise position of a weld; an anomaly candidate region search and identification method is adopted in the discovery model to find out magnetic flux leakage signals with defects; a defect quantization method based on a random forest is adopted in the quantization module to obtain a defect size; and a pipeline solution based on an improved ASME B31G standard is adopted in the solution module to output an evaluation result.


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