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:
Jun. 06, 2023

Filed:

Jul. 03, 2019
Applicant:

Mitsubishi Electric Corporation, Tokyo, JP;

Inventors:

Yuhei Domori, Tokyo, JP;

Tatsuya Kato, Tokyo, JP;

Ken Inukai, Tokyo, JP;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G05B 19/418 (2006.01); B23H 11/00 (2006.01); B23H 7/20 (2006.01);
U.S. Cl.
CPC ...
G05B 19/41865 (2013.01); B23H 11/00 (2013.01); G05B 2219/31264 (2013.01); G05B 2219/32348 (2013.01); G05B 2219/45043 (2013.01);
Abstract

A machine learning apparatus includes: a state observation unit that observes a characteristic shape, an adopted plan, and a determination result as state variables, the characteristic shape representing a shape of a part of a product of wire electric discharge machining, adjustment of machining conditions being deemed as necessary for the part of the product, the adopted plan being an adjustment method selected from among one or more adjustment methods for adjusting the machining conditions to improve machining performance for the part indicated by the characteristic shape, the determination result indicating whether implementation of the adopted plan is effective in improving machining performance for the part corresponding to the characteristic shape; and a learning unit that learns the machining condition adjustment method according to a data set created based on the state variables.


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