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. 18, 2022

Filed:

Mar. 05, 2020
Applicant:

Seiko Epson Corporation, Tokyo, JP;

Inventors:

Shigenori Katayama, Okaya, JP;

Kazunari Tsukada, Matsumoto, JP;

Yuichi Shikagawa, Azumino, JP;

Tetsuo Tatsuda, Ina, JP;

Mamoru Ukita, Shiojiri, JP;

Haruhisa Kurane, Shiojiri, JP;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
B41J 2/045 (2006.01); B41J 2/165 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
B41J 2/0451 (2013.01); B41J 2/165 (2013.01); G06N 20/00 (2019.01);
Abstract

A failure time estimation device includes: a memory configured to store a machine-learned model obtained by performing machine learning using teaching data associating printer information including at least one of operation history of a printer, state information indicating a current state, and a print result image indicating a print result with failure time of the printer; and a controller configured to obtain the printer information and estimate the failure time of the printer using the obtained printer information and the machine-learned model.


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