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Technological process automation of drinking water deodoration using the methods of machine learning

Authors :
S B Ponomarev
V G Isakov
M M Gorohov
D S Ponomarev
Source :
IOP Conference Series: Materials Science and Engineering. 1047:012125
Publication Year :
2021
Publisher :
IOP Publishing, 2021.

Abstract

The study presents an analysis and the possibility of applying machine learning methods to automate the technological process of drinking water deodorization. One of the most actual and popular machine learning methods today is the use of artificial neural networks. Possible neural network structures, activation functions and the number of neural connections were described. The relevance of the introduction of these methods into the system of water management is described.

Details

ISSN :
1757899X and 17578981
Volume :
1047
Database :
OpenAIRE
Journal :
IOP Conference Series: Materials Science and Engineering
Accession number :
edsair.doi...........0bb1b44498458ba2c9fe397884edd9ec
Full Text :
https://doi.org/10.1088/1757-899x/1047/1/012125