DEVELOPMENT OF A MATHEMATICAL MODEL FOR AN INTELLIGENT PROCESS CONTROL SYSTEM IN BREWING INDUSTRY

The paper deals with developing a mathematical model for a system of intelligent process control in brewing, focusing on the critical parameters of fermentation: temperature, pressure, and pH level. Mathematical models of the dynamics of the process of each of the parameters are given based on exponential dependencies, which allow for the description of the change of these values over time. The possibility of using PID regulators, neural networks, and fuzzy logic to control the process under study and the modeling that allows the optimization of beer production, improving its quality and reducing costs.

Authors

Publication Details

Journal
Himičeskaâ tehnologiâ. Kontrolʹ i upravlenie/Chemical Technology. Control and Management
Published
2024-10-24
DOI
https://doi.org/10.59048/2181-1105.1630
Primary Topic
Advanced Manufacturing and Logistics Optimization
Type
article
Field-Weighted Citation Impact
0.00
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article

DEVELOPMENT OF A MATHEMATICAL MODEL FOR AN INTELLIGENT PROCESS CONTROL SYSTEM IN BREWING INDUSTRY

Maksudbek Yusupov, A. N. Yusupbekov
Himičeskaâ tehnologiâ. Kontrolʹ i upravlenie/Chemical Technology. Control and Management
Advanced Manufacturing and Logistics Optimization
article

DEVELOPMENT OF A MATHEMATICAL MODEL FOR AN INTELLIGENT PROCESS CONTROL SYSTEM IN BREWING INDUSTRY

Maksudbek Yusupov, A. N. Yusupbekov
article en

Abstract

The paper deals with developing a mathematical model for a system of intelligent process control in brewing, focusing on the critical parameters of fermentation: temperature, pressure, and pH level. Mathematical models of the dynamics of the process of each of the parameters are given based on exponential dependencies, which allow for the description of the change of these values over time. The possibility of using PID regulators, neural networks, and fuzzy logic to control the process under study and the modeling that allows the optimization of beer production, improving its quality and reducing costs.

Himičeskaâ tehnologiâ. Kontrolʹ i upravlenie/Chemical Technology. Control and ManagementVol. 2024(5)
Industry, innovation and infrastructure
Openalex Percentile: Top 63%
Advanced Manufacturing and Logistics Optimization
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