An application of molecular reconstruction for light petroleum cuts via entropy maximization

A methodology for molecular reconstruction is developed by using the entropy maximization criterion derived from the Shannon information theory. The entropy maximization is subject to a set of constraints which describe physical properties of the sample: hydrocarbon families composition (PIONA), den...

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Published inJournal of computational methods in sciences and engineering Vol. 17; no. 1; pp. 177 - 186
Main Authors Pernalete, César, Ruette, Fernando, Peraza, Alexander
Format Journal Article
LanguageEnglish
Published London, England SAGE Publications 01.01.2017
Sage Publications Ltd
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ISSN1472-7978
1875-8983
DOI10.3233/JCM-160671

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Abstract A methodology for molecular reconstruction is developed by using the entropy maximization criterion derived from the Shannon information theory. The entropy maximization is subject to a set of constraints which describe physical properties of the sample: hydrocarbon families composition (PIONA), density at 25°C, molecular parameters derived from 1H NMR and 13C NMR analysis, elemental composition (C,H) and equilibrium flash vaporization (EFV) curve derived from ASTM D86 distillation analysis. To include more realistic molecular interactions, the EFV curve was simulated in detail as a sequence of flash using Peng-Robinson (PR) equation of state (EoS). The methodology was applied in hydrotreated and reformate naphta. For each case, the set of molecules was fixed and the Shannon function was maximized fitting the mole fraction for each compound. Results show that, with few compounds, the given methodology allows to find a molecular representation of a complex hydrocarbon mixture. It is possible to reproduce not only molecular parameters of the mixture but also properties for which molecular interactions play an important role as in EFV and TBP curve.
AbstractList A methodology for molecular reconstruction is developed by using the entropy maximization criterion derived from the Shannon information theory. The entropy maximization is subject to a set of constraints which describe physical properties of the sample: hydrocarbon families composition (PIONA), density at 25°C, molecular parameters derived from 1H NMR and 13C NMR analysis, elemental composition (C,H) and equilibrium flash vaporization (EFV) curve derived from ASTM D86 distillation analysis. To include more realistic molecular interactions, the EFV curve was simulated in detail as a sequence of flash using Peng-Robinson (PR) equation of state (EoS). The methodology was applied in hydrotreated and reformate naphta. For each case, the set of molecules was fixed and the Shannon function was maximized fitting the mole fraction for each compound. Results show that, with few compounds, the given methodology allows to find a molecular representation of a complex hydrocarbon mixture. It is possible to reproduce not only molecular parameters of the mixture but also properties for which molecular interactions play an important role as in EFV and TBP curve.
Author Ruette, Fernando
Peraza, Alexander
Pernalete, César
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Keywords shannon information theory
equilibrium flash vaporization
light petroleum cuts
Molecular reconstruction
Language English
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Snippet A methodology for molecular reconstruction is developed by using the entropy maximization criterion derived from the Shannon information theory. The entropy...
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SubjectTerms Distillation
Entropy
Entropy (Information theory)
Equations of state
Hydrocarbons
Information theory
Maximization
Methodology
Molecular interactions
NMR
Nuclear magnetic resonance
Physical properties
Reconstruction
Vaporization
Title An application of molecular reconstruction for light petroleum cuts via entropy maximization
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