Analysis of the Distillation Column of a Catalytic Cracking Unit Using Fuzzy Input Information

The aim of this work is to analyze and model the performance of the distillation column of a catalytic cracking plant using fuzzy initial information. A system of mathematical models of the studied columns was developed, and we discussed the issues of modeling the distillation column of a catalytic...

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Bibliographic Details
Published in:Energies (Basel) 2024-09, Vol.17 (17), p.4446
Main Authors: Kozhakhmetova, Dinara, Kaliyeva, Samal, Sugurova, Laura, Sugur, Zharkynay, Wójtowicz, Ryszard, Zhylkybayev, Tursynkhan
Format: Article
Language:English
Subjects:
Algorithms
Carbon
Catalytic cracking
decision making
distillation column mechanical design
Emission standards
Emissions
fractionation column
fuzzy logic
Fuzzy sets
Gasoline
Hydrocarbons
industrial equipment and systems
Linguistics
Mathematical models
Petroleum refineries
Set theory
Sulfur content
Trends
VOCs
Volatile organic compounds
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Summary:The aim of this work is to analyze and model the performance of the distillation column of a catalytic cracking plant using fuzzy initial information. A system of mathematical models of the studied columns was developed, and we discussed the issues of modeling the distillation column of a catalytic cracking plant operating in conditions of fuzzy initial information. The system of mathematical models of the studied columns was developed on the basis of statistical and fuzzy information. The mathematical models of columns K-1, K-2 and K-3 were identified with regression and fuzzy regression equations, i.e., combined models of the main columns of the catalytic cracking plant were constructed. The purpose of this study was to create an optimal control system for the distillation column of a catalytic cracking unit using a mathematical model of the process. The results obtained in this work can be helpful during the design, modernization and optimization of equipment and installations, especially those used in the chemical and petrochemical industries. They can be useful both from a scientific and practical point of view, and they are also significant in terms of environmental protection, economy and mechanical engineering.
ISSN:1996-1073
1996-1073
DOI:10.3390/en17174446