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.
Patent No.:
Date of Patent:
Jun. 29, 2021
Filed:
Apr. 15, 2019
Applicant:
Fanuc Corporation, Yamanashi, JP;
Inventor:
Takuya Saitou, Yamanashi, JP;
Assignee:
FANUC CORPORATION, Yamanashi, JP;
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G05B 13/02 (2006.01); G05B 19/4093 (2006.01); B23Q 15/22 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G05B 13/0265 (2013.01); B23Q 15/22 (2013.01); G05B 19/40935 (2013.01); G05B 19/40937 (2013.01); G06N 20/00 (2019.01); G05B 2219/31407 (2013.01); G05B 2219/31418 (2013.01);
Abstract
A machine learning device included in a tool selecting apparatus includes a state observing unit that observes, as state variables indicative of a current environmental state, data related to machining condition, data related to cutting condition, data related to machining result, and data related to a tool, and a learning unit that, by using the state variables, learns distribution of the data related to the machining condition, the data related to the cutting condition, and the data related to the machining result, with respect to data related to the tool.