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:
May. 23, 2023

Filed:

Nov. 30, 2020
Applicant:

Haier Us Appliance Solutions, Inc., Wilmington, DE (US);

Inventors:

Wei Zhou, Louisville, KY (US);

Robert John Zanelli, Louisville, KY (US);

Assignee:

Haier US Appliance Solutions, Inc., Wilmington, DE (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G05B 23/02 (2006.01); G06F 16/22 (2019.01); G06N 20/00 (2019.01); G05B 19/4155 (2006.01);
U.S. Cl.
CPC ...
G05B 23/0283 (2013.01); G05B 19/4155 (2013.01); G06F 16/2228 (2019.01); G06N 20/00 (2019.01); G05B 2219/50333 (2013.01);
Abstract

A method of detecting anomalies of a fan within an appliance includes receiving, at a service computer and/or remote server, data indicative of usage of the fan, analyzing the data indicative of usage of the fan with a machine learning model on the service computer and/or remote server, and flagging the fan for replacement when the machine learning model detects an anomaly in the data indicative of usage of the fan.


Find Patent Forward Citations

Zhou, Wei. (2023). Methods for detecting fan anomalies with built-in usage and sensory data (U.S. Patent No. 11656615). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11656615

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

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