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 in | Journal of computational methods in sciences and engineering Vol. 17; no. 1; pp. 177 - 186 |
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| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
London, England
SAGE Publications
01.01.2017
Sage Publications Ltd |
| Subjects | |
| Online Access | Get full text |
| ISSN | 1472-7978 1875-8983 |
| DOI | 10.3233/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. |
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| 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 |
| Author_xml | – sequence: 1 givenname: César surname: Pernalete fullname: Pernalete, César email: pernaletec@pdvsa.com organization: Instituto Venezolano de Investigaciones Científicas, Computational Chemistry Laboratory, Chemistry Center, Altos de Pipe – sequence: 2 givenname: Fernando surname: Ruette fullname: Ruette, Fernando organization: Instituto Venezolano de Investigaciones Científicas, Computational Chemistry Laboratory, Chemistry Center, Altos de Pipe – sequence: 3 givenname: Alexander surname: Peraza fullname: Peraza, Alexander organization: Instituto Venezolano de Investigaciones Científicas, Computational Chemistry Laboratory, Chemistry Center, Altos de Pipe |
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| Cites_doi | 10.1016/j.ces.2009.08.033 10.1016/B978-081551596-8.50027-4 10.1021/ie00011a013 10.1520/MNL50_1ST-EB 10.2516/ogst/2011110 10.2516/ogst/2009047 10.2516/ogst/2012061 10.1016/S0009-2509(05)80013-2 10.1002/j.1538-7305.1948.tb01338.x 10.1002/aic.12224 10.1137/0728030 10.2516/ogst/2013135 10.1016/j.compchemeng.2006.09.001 |
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| Keywords | shannon information theory equilibrium flash vaporization light petroleum cuts Molecular reconstruction |
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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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