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. 05, 2023

Filed:

Sep. 21, 2020
Applicant:

Fanuc Corporation, Yamanashi, JP;

Inventors:

Zhenxing Li, Yamanashi-ken, JP;

Hiroshi Minami, Yamanashi-ken, JP;

Keita Hada, Yamanashi-ken, JP;

Kazuomi Maeda, Yamanashi-ken, JP;

Assignee:

FANUC CORPORATION, Yamanashi, JP;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G05B 19/404 (2006.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G05B 19/404 (2013.01); G05B 2219/37634 (2013.01); G05B 2219/49048 (2013.01); G05B 2219/49065 (2013.01); G05B 2219/49176 (2013.01);
Abstract

A machine learning apparatus determines a control parameter of an active vibration isolation apparatus on which an industrial machine is mounted. The industrial machine includes a movable part, a drive source that drives the movable part, and a drive source control section that controls the drive source to position the movable part at a command position. The machine learning apparatus includes: an acquiring section that acquires, as teacher data, a positional deviation, which is a difference between the command position and an actual position of the movable part; a storage section that stores a learning model that outputs the control parameter corresponding to a state quantity concerning the industrial machine; and a learning section that updates the learning model using the teacher data.


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