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:
Oct. 13, 2026

Filed:

Apr. 17, 2024
Applicant:

Dell Products L.p., Round Rock, TX (US);

Inventors:

Parminder Singh Sethi, Ludhiana, IN;

Lakshmi Saroja Nalam, Bangalore, IN;

Vasanth Sathyanarayanan, Bangalore, IN;

Praveen Kumar, Noida, IN;

Assignee:

Dell Products L.P., Round Rock, TX (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01);
Abstract

A method comprises predicting one or more device types for which one or more components thereof will be replaced, wherein the predicting is performed using at least a first machine learning algorithm, identifying locations of respective devices of a plurality of devices corresponding to the one or more device types, and determining one or more component distribution sources that are in proximity to the locations of the respective devices, wherein the determining is performed using at least a second machine learning algorithm. At least one device of the respective devices qualifying for at least one replacement component is identified. The method further comprises causing dispatching of the at least one replacement component to a location of the at least one device from a component distribution source of the one or more component distribution sources in proximity to the location of the at least one device.


Find Patent Forward Citations

Sethi, Parminder. (2026). Replacement component management using machine learning (U.S. Patent No. 12762481). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12762481

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

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