Interval Model of pH Dynamics of the Fermentation Medium

The processes of acidity dynamics of the fermentation medium in biogas plants are considered. Based on the analysis of interval data, a mathematical model of the dynamics of the acidity of the fermentation medium in the form of an interval difference equation was developed. The mathematical model by...

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Bibliographic Details
Main Authors: Dyvak, Mykola, Porplytsya, Natalia, Pasichnyk, Roman, Kulish, Vladimir, Voytyuk, Yaroslav, Ihnatiuk, Bohdan
Format: Conference Proceeding
Language:English
Subjects:
Biogas
biogas plant
Biological system modeling
difference equation interval data analysis
Difference equations
Fermentation
fermentation medium
interval model
Liquids
Mathematical models
Multi-agent systems
Process control
Solids
Substrates
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Summary:The processes of acidity dynamics of the fermentation medium in biogas plants are considered. Based on the analysis of interval data, a mathematical model of the dynamics of the acidity of the fermentation medium in the form of an interval difference equation was developed. The mathematical model by solving a complex optimization problem in which the criterion function is discrete and nonlinear was obtained. For this purpose, a metaheuristic approach using a multi-agent system was used. The procedures of the multi-agent system on the basis of the behavioral model of the honey bee colony are implemented. The obtained interval difference equation has guaranteed predictive properties within the limits of experimental errors is shown. The resulting differential equation also contains a control element that balances the proportion of liquid and solid fractions of the substrate, which fully corresponds to the physical content of the simulated process.
ISSN:2770-5226
DOI:10.1109/ACIT62333.2024.10712600