Title:
LEARNING MODEL GENERATING DEVICE, INFERRING DEVICE, AND AERATION AMOUNT CONTROL DEVICE
Document Type and Number:
WIPO Patent Application WO/2021/246393
Kind Code:
A1
Abstract:
The objective of the present invention is to perform stable membrane filtration operation by inferring the future state of a separating membrane. A learning model generating device (1) is provided with: an input data acquiring unit (21) which acquires input data derived from operating data including a membrane filtration pressure and an aeration amount, measured during membrane filtration operation; and a learning unit (13) which generates a learning model (31) for inferring the state of the separating membrane by means of machine learning, using the acquired input data as an input.
Inventors:
KOBAYASHI HIROYUKI (JP)
SUZUKI NOBUKAZU (JP)
SUZUKI NOBUKAZU (JP)
Application Number:
PCT/JP2021/020800
Publication Date:
December 09, 2021
Filing Date:
June 01, 2021
Export Citation:
Assignee:
KUBOTA KK (JP)
International Classes:
G05B11/36; C02F1/44; G05B13/02; G05B13/04; G06N20/00
Domestic Patent References:
| WO2020079842A1 | 2020-04-23 |
Foreign References:
| JP2000300968A | 2000-10-31 | |||
| JP2008142675A | 2008-06-26 | |||
| JPH0839065A | 1996-02-13 | |||
| JP2019139554A | 2019-08-22 | |||
| JP2020042330A | 2020-03-19 | |||
| JP2018077779A | 2018-05-17 | |||
| JP6342101B1 | 2018-06-13 |
Attorney, Agent or Firm:
HARAKENZO WORLD PATENT & TRADEMARK (JP)
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