DEVELOPMENT OF CONTROL AND FORECASTING SYSTEM FOR THE EFFECTIVE FUNCTIONING OF BIOLOGICAL WASTEWATER TREATMENT PLANTS IN THE CITY OF VITEBSK BASED ON NEURAL NETWORKS-Reference-Cited by-同舟云学术

DEVELOPMENT OF CONTROL AND FORECASTING SYSTEM FOR THE EFFECTIVE FUNCTIONING OF BIOLOGICAL WASTEWATER TREATMENT PLANTS IN THE CITY OF VITEBSK BASED ON NEURAL NETWORKS

Published:2023-12-28 Issue:3 Volume: Page:2-10
ISSN:2710-4435
Container-title:Herald of Polotsk State University. Series F. Civil engineering. Applied sciences
language:
Short-container-title:Herald of Polotsk State University. Series F. Civil engineering. Applied sciences

Author:

HALUZA A.¹,SHTEPA V.²,YUSHENKO V.³

Affiliation:

1. Vitebsk Regional Committee of Natural Resources and Environmental Protection

2. Polessky State University

3. Euphrosyne Polotskaya State University of Polotsk

Abstract

The relevance of implementing modern approaches to improving the efficiency of sewage treatment facilities has been analyzed. Functional modeling of biological wastewater treatment has been performed using the IDEF0 methodology. It has allowed the identification of the nomenclature of input and control factors, mechanisms, and the results of corre-sponding technological processes. A block diagram of information flows in the context of control of wastewater treatment facilities is constructed. Correlation analysis of the relationships between wastewater quality parameters has been con-ducted, and expert opinions have justified the further use of neural networks for modeling the processes of purification of aqueous solutions. Neural model has been built on the Deductor analytical platform for forecasting the functioning of biological wastewater treatment plants.

Publisher

Polotsk State University

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