Title:
MACHINE LEARNING DEVICE, DATA PROCESSING SYSTEM, AND MACHINE LEARNING METHOD
Document Type and Number:
WIPO Patent Application WO/2022/018974
Kind Code:
A1
Abstract:
This machine learning device for use in a centrifugal separation system comprises: a learning data set storage unit for storing a plurality of learning data sets including input data which has image data obtained by capturing an image of separate liquid discharged from a bowl at a predetermined angle of view, and output data which is associated with the input data and has a control parameter including at least one from among the supply amount of an additive added to a liquid to be processed, the centrifugal force of the bowl, and the differential speed controlled by a differential speed generator; a learning unit for learning, by inputting the plurality of learning data sets, a learning model inferring the correlation between the input data and the output data; and a learned model storage unit for storing a learned model having undergone the learning.
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Inventors:
SUGIURA MICHIAKI (JP)
OGIWARA TETSUYA (JP)
OGIWARA TETSUYA (JP)
Application Number:
PCT/JP2021/020911
Publication Date:
January 27, 2022
Filing Date:
June 01, 2021
Export Citation:
Assignee:
TOMOE KOGYO KK (JP)
International Classes:
B04B13/00; B04B1/20; G06N20/00
Foreign References:
| JP2014008500A | 2014-01-20 | |||
| JP2015097997A | 2015-05-28 | |||
| US5948271A | 1999-09-07 | |||
| JP2020065964A | 2020-04-30 | |||
| JPH03134706A | 1991-06-07 |
Attorney, Agent or Firm:
TAIYO, NAKAJIMA & KATO (JP)
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