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:
Feb. 02, 2021

Filed:

Oct. 19, 2017
Applicant:

Fanuc Corporation, Yamanashi, JP;

Inventor:

Hisateru Ishiwari, Yamanashi, JP;

Assignee:

FANUC CORPORATION, Yamanashi, JP;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G05B 19/414 (2006.01); G05B 17/02 (2006.01); G05B 19/404 (2006.01);
U.S. Cl.
CPC ...
G05B 19/414 (2013.01); G05B 17/02 (2013.01); G05B 19/404 (2013.01); G05B 2219/31455 (2013.01); G05B 2219/32335 (2013.01); G05B 2219/33034 (2013.01); G05B 2219/33301 (2013.01); G05B 2219/39271 (2013.01); G05B 2219/49181 (2013.01);
Abstract

A machine learning device acquires from a numerical controller information relating to machining when the machining is performed, and further acquires an actual delay time due to servo control and due to machine movement which are caused in the machining when the machining is performed. Then, the device performs supervised learning using the acquired machining-related information as input data, and using the acquired actual delay time due to servo control and due to machine movement as supervised data, and constructs a learning model, thereby predicting the machine delay time caused in a machine with high precision.


Find Patent Forward Citations

Ishiwari, Hisateru. (2021). Machine learning device and machining time prediction device (U.S. Patent No. 10908591). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/10908591

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

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