Title:
機械学習装置、機械学習システム及び機械学習方法
Document Type and Number:
Japanese Patent JP6546230
Kind Code:
B2
Abstract:
Quality judgment on a laser beam intensity distribution is performed by taking an observation condition of the laser beam into consideration. A machine learning device includes: a state observing means that acquires data indicating an intensity distribution of a laser beam and data indicating a condition for observing the laser beam, performed to generate the data indicating the intensity distribution as input data; a label acquisition means that acquires an evaluation value related to judgment of the quality of the laser beam as a label; and a learning means that performs supervised learning using a pair of the input data acquired by the state observing means and the label acquired by the label acquisition means as training data to construct a learning model for judging the quality of the laser beam.
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Inventors:
Yoshitaka Kubo
Application Number:
JP2017163735A
Publication Date:
July 17, 2019
Filing Date:
August 28, 2017
Export Citation:
Assignee:
FANUC Corporation
International Classes:
B23K26/00; G01J1/42; G06N20/00
Domestic Patent References:
| JP2017131937A | ||||
| JP5337664A | ||||
| JP2015166094A | ||||
| JP5115992A | ||||
| JP200744739A | ||||
| JP63269588A |
Attorney, Agent or Firm:
Masayuki Masabayashi
Tetsuo Shiba
Hiroaki Hoshino
Tetsuo Shiba
Hiroaki Hoshino