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. 22, 2026

Filed:

Mar. 06, 2025
Applicant:

Western Digital Technologies, Inc., San Jose, CA (US);

Inventors:

Bernhard E. Knigge, San Jose, CA (US);

Bernd Lamberts, San Jose, CA (US);

Tae Sik Kang, San Jose, CA (US);

Christopher D. Keener, San Jose, CA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G11B 5/40 (2006.01); G11B 5/00 (2006.01);
U.S. Cl.
CPC ...
G11B 5/40 (2013.01); G11B 2005/0021 (2013.01);
Abstract

A method for predicting and mitigating recording head failure in a data storage device. Thermal condition parameters of recording heads are monitored during operation. The thermal condition parameters are analyzed to identify conditions indicating a likelihood of failure of the recording heads. The analysis is performed by a simple model that compares the thermal condition parameters to predefined thresholds, or a machine learning model trained to predict time-to-failure of the recording heads based on the thermal condition parameters. Corrective actions are implemented to mitigate the likelihood of failure and extend the operational lifetime of the recording heads.


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