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. 18, 2023

Filed:

Jul. 10, 2018
Applicant:

Qatar University, Doha, QA;

Inventors:

Serkan Kiranyaz, Doha, QA;

Onur Avci, Doha, QA;

Osama Abdel Qader Abdel Jaber, Doha, QA;

Assignee:

QATAR UNIVERSITY, Doha, QA;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01N 3/02 (2006.01); G01M 7/02 (2006.01); E04B 1/24 (2006.01); G06N 3/084 (2023.01); G06N 3/02 (2006.01);
U.S. Cl.
CPC ...
G01N 3/02 (2013.01); E04B 1/2403 (2013.01); G01M 7/025 (2013.01); G06N 3/02 (2013.01); G06N 3/084 (2013.01); E04B 1/24 (2013.01); E04B 2001/2418 (2013.01);
Abstract

Certain embodiments may generally relate to structural damage detection. An embodiment may be directed to method for identifying a presence and a location of structural damage. Such method may include training a convolutional neural network (CNN) for a joint of a structure, sending instructions to a modal shaker to induce an input to the structure, receiving, as a result of the induced input, a raw acceleration signal at the joint, computing, based on the trained CNN and the raw acceleration signal, an index value of the joint, and identifying, according to the index value, a presence of a location of structural damage of the structure. In a further embodiment, the index value represents a likelihood of damage at the joint.


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