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. 01, 2026

Filed:

Oct. 10, 2022
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Sudheesh S. Kairali, Kozhikode, IN;

Sarbajit K. Rakshit, Kolkata, IN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/00 (2017.01); G01M 99/00 (2011.01); G06T 7/60 (2017.01);
U.S. Cl.
CPC ...
G06T 7/0004 (2013.01); G01M 99/005 (2013.01); G06T 7/60 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30164 (2013.01);
Abstract

A system, method, and computer program product perform audio-visual inspection at a surface of a liquid over machinery that is operating under the surface. The audio-visual inspection includes each of feeding surface wave movements into a neural network, feeding bubble formation pattern into the neural network, feeding bubble dimensions into the neural network, and feeding underwater acoustic information to the neural network. The system, method, and computer program product further identify, using the neural network, a statistical anomaly from the audio-visual inspection indicating an anomaly of the performance of the machinery.


Find Patent Forward Citations

Kairali, Sudheesh. (2026). Underwater machinery performance analysis using surface sensors (U.S. Patent No. 12725239). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12725239

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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