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:
Apr. 27, 2021

Filed:

Jun. 22, 2017
Applicant:

Saudi Arabian Oil Company, Dhahran, SA;

Inventors:

Abderrazak Traidia, Abqaiq, SA;

Abdelmounam Sherik, Dhahran, SA;

Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G05B 17/02 (2006.01); G06F 30/20 (2020.01); G06N 3/08 (2006.01); G06F 111/10 (2020.01); G06N 3/04 (2006.01); G05B 23/02 (2006.01);
U.S. Cl.
CPC ...
G06N 3/0427 (2013.01); G05B 17/02 (2013.01); G05B 23/0245 (2013.01); G05B 23/0254 (2013.01); G06F 30/20 (2020.01); G06N 3/08 (2013.01); G06F 2111/10 (2020.01);
Abstract

Methods and systems of predicting the growth rate of hydrogen-induced cracking (HIC) in a physical asset (e.g., a pipeline, storage tank, etc.) are provided. The methodology receives a plurality of inputs regarding physical characteristics of the asset and performs parametric simulations to generate a simulated database of observations of the asset. The database is then used to train, test, and validate one or more expert systems that can then predict the growth rate and other characteristics of the asset over time. The systems herein can also generate alerts as to predicted dangerous conditions and modify inspection schedules based on such growth rate predictions.


Find Patent Forward Citations

Loading…