HEURISTIC APPROACH TO MULTI-CRITERIA OPTIMISATION OF A MODEL BASED DELAYED COKING PROCESS IN FUZZY ENVIRONMENT
Orazbayev B. Assanova B. Shangitova Z. Moldasheva Z.
2025National Academy of Sciences of the Republic of Kazakhstan
News of the National Academy of Sciences of the Republic of Kazakhstan, Series of Geology and Technical Sciences
2025#2025Issue 3179 - 196 pp.
Optimization tasks in many technological processes are inherently multidimensional and often characterized by uncertainty and fuzziness. This study focuses on the development and application of a method for solving multi-criteria optimization problems under such fuzzy conditions, using the delayed coking process as a case study. Main Results: A heuristic method has been developed by combining and modifying the principles of the main criterion and ideal points to address multi-criteria optimization in a fuzzy environment. Traditional methods for solving fuzzy optimization problems typically involve converting the initial fuzzy problem into a series of crisp (deterministic) problems using level sets. Scientific Novelty: The novelty of the proposed heuristic approach lies in its ability to formalize fuzziness and solve the original problem directly in the fuzzy domain, without transforming it into a set of crisp sub-problems. This leads to more accurate and practically applicable solutions in fuzzy environments. Practical Value: The proposed method can be effectively applied to optimize the operational parameters of complex industrial processes where uncertainty is a significant factor. Results: The optimization results for the delayed coking process demonstrate the advantages of the proposed fuzzy approach compared to traditional methods. This multi-criteria fuzzy optimization method enables more effective decision-making by leveraging available fuzzy information to its fullest extent.
decision maker , Delayed coking process , delayed coking unit , fuzzy information , heuristic method , principles of optimality
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L.N. Gumilyov Eurasian National University, Astana, Kazakhstan
Atyrau University named by Kh. Dosmukhamedov, Atyrau, Russian Federation
L.N. Gumilyov Eurasian National University
Atyrau University named by Kh. Dosmukhamedov
10 лет помогаем публиковать статьи Международный издатель
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