The Appliance of Deep Neural Networks in the Process of Managing Chemical Enterprises

This article is introduced into the perspective tendencies of the digital transformation of chemical enterprises which allow to improve the process of managing enterprises of the branch. Presented the algorithms of managing and technological information processing based on deep neural network appara...

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Bibliographic Details
Published in:Journal of physics. Conference series 2019-08, Vol.1260 (3), p.32024
Main Authors: Kulyasova, E V, Kulyasov, N S, Yu Puchkov, A
Format: Article
Language:English
Subjects:
Algorithms
Artificial neural networks
Data processing
Information processing
Neural networks
Physics
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Summary:This article is introduced into the perspective tendencies of the digital transformation of chemical enterprises which allow to improve the process of managing enterprises of the branch. Presented the algorithms of managing and technological information processing based on deep neural network apparatus. New approaches to data processing known as video analytics are applied; it allows to automate the registration process of visual data at chemical enterprises and reduce the impact of the human factor on the objectivity of the decisions. The worked out algorithmic structures of managing and technological information processing allows to carry out the identification of hidden regularities there and ensure the effective achievement of goals at chemical enterprises.
ISSN:1742-6588
1742-6596
DOI:10.1088/1742-6596/1260/3/032024