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:
Apr. 02, 2024

Filed:

May. 19, 2020
Applicant:

Kabushiki Kaisha Yaskawa Denki, Kitakyushu, JP;

Inventors:

Takafumi Sakiyama, Fukuoka, JP;

Tadasuke Yuba, Fukuoka, JP;

Nobuhiro Umeda, Fukuoka, JP;

Naoyoshi Ishibashi, Fukuoka, JP;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G05B 13/02 (2006.01); B25J 9/16 (2006.01); G05B 13/04 (2006.01); G06N 5/04 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G05B 13/0265 (2013.01); B25J 9/1605 (2013.01); B25J 9/163 (2013.01); B25J 9/1674 (2013.01); B25J 9/1692 (2013.01); G05B 13/048 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01);
Abstract

A control system includes a factory system to control an actuator, and a learning system. The learning system extracts records for machine learning associated with the actuator from the factory system via a network, and generates an estimation model for estimating a condition of the actuator by machine learning using the records. The factory system includes a plurality of nodes including a control device to control the actuator, and a readable data construction device connected to the learning system via the network. The readable data construction device acquires data items associated with the actuator from at least one of the nodes other than the readable data construction device, and constructs readable data which is readable from the learning system. The readable data includes the data items associated with the actuator, and the learning system extracts the records from the readable data.


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