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:
Feb. 17, 2026

Filed:

Mar. 03, 2021
Applicant:

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

Inventors:

Shengrong Tang, Dublin, OH (US);

Jonathan Tristan O'gorman, Whitegate, IE;

Amaresh Rajasekharan, Wappingers Falls, NY (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06N 3/04 (2023.01); G06N 3/044 (2023.01); G06N 3/0442 (2023.01); G06N 3/09 (2023.01); G06N 3/096 (2023.01); G06N 3/0985 (2023.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06N 3/04 (2013.01);
Abstract

Methods, computer program products, and/or systems are provided that perform the following operations: obtaining asset data; determining an asset class associated with the asset data; initializing a new neural network model, wherein the new neural network model is initialized based on a pretrained model associated with the asset class; training the new neural network model based, at least in part, on the asset data to obtain a trained remaining useful life model; and deploying the trained remaining useful life model to generate prediction data for one or more assets as output of the trained remaining useful life model.


Find Patent Forward Citations

Tang, Shengrong. (2026). Estimating remaining useful life based on operation and degradation characteristics (U.S. Patent No. 12554980). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12554980

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

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