Fast Molecular Reconstruction of the Chemical Composition of Complex Hydrocarbon Mixtures

A new heuristic approach is proposed for significantly faster performance of stochastic molecular reconstruction. Its basis is a two-stage method that combines stochastic reconstruction and entropy maximization reconstruction. In the proposed method, the search for optimal distribution parameters is carried out by solving several relatively simple optimization problems. The proposed method makes it possible to reconstruct the composition of a vacuum gas oil sample at least 100 times faster than the classical approach with genetic algorithms.

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Publication Details

Journal
Theoretical Foundations of Chemical Engineering
Published
2024-12-01
DOI
https://doi.org/10.1134/s0040579525601104
Primary Topic
Petroleum Processing and Analysis
Type
article
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article

Fast Molecular Reconstruction of the Chemical Composition of Complex Hydrocarbon Mixtures

Nikita Glazov, А. Н. Загоруйко
Theoretical Foundations of Chemical Engineering
Petroleum Processing and Analysis
article

Fast Molecular Reconstruction of the Chemical Composition of Complex Hydrocarbon Mixtures

Nikita Glazov, А. Н. Загоруйко
article en

Abstract

A new heuristic approach is proposed for significantly faster performance of stochastic molecular reconstruction. Its basis is a two-stage method that combines stochastic reconstruction and entropy maximization reconstruction. In the proposed method, the search for optimal distribution parameters is carried out by solving several relatively simple optimization problems. The proposed method makes it possible to reconstruct the composition of a vacuum gas oil sample at least 100 times faster than the classical approach with genetic algorithms.

Theoretical Foundations of Chemical EngineeringVol. 58(6)
Boreskov Institute of Catalysis (RU), Siberian Branch of the Russian Academy of Sciences (RU)
Openalex Percentile: Top 73%
Petroleum Processing and Analysis
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