Estimation of ternary liquid-liquid equilibria for arene/alkane/ionic liquid mixtures using neural networks

J.S. Torrecilla; Maggel Deetlefs; Kenneth Seddon; Guillermo Rodriguez

doi:10.1039/b719533h

Estimation of ternary liquid-liquid equilibria for arene/alkane/ionic liquid mixtures using neural networks

J.S. Torrecilla, Maggel Deetlefs, Kenneth Seddon, Guillermo Rodriguez

School of Chemistry and Chemical Engineering

Research output: Contribution to journal › Article › peer-review

40 Citations (Scopus)

Abstract

Neural network models have been explored for the prediction of the liquid-liquid equilibrium data and aromatic/aliphatic selectivity values. Four ternary systems composed of toluene, heptane, and the ionic liquids 1-ethyl-3-methylimidazolium ethylsulfate, or 1,3-dimethylimidazolium methylsulfate were investigated at 313.2 and 348.2 K.

Original language	English
Pages (from-to)	5114-5120
Number of pages	7
Journal	Physical Chemistry Chemical Physics
Volume	10
Issue number	33
DOIs	https://doi.org/10.1039/b719533h
Publication status	Published - 2008

ASJC Scopus subject areas

Physical and Theoretical Chemistry
Atomic and Molecular Physics, and Optics

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10.1039/b719533h

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title = "Estimation of ternary liquid-liquid equilibria for arene/alkane/ionic liquid mixtures using neural networks",

abstract = "Neural network models have been explored for the prediction of the liquid-liquid equilibrium data and aromatic/aliphatic selectivity values. Four ternary systems composed of toluene, heptane, and the ionic liquids 1-ethyl-3-methylimidazolium ethylsulfate, or 1,3-dimethylimidazolium methylsulfate were investigated at 313.2 and 348.2 K.",

author = "J.S. Torrecilla and Maggel Deetlefs and Kenneth Seddon and Guillermo Rodriguez",

year = "2008",

doi = "10.1039/b719533h",

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publisher = "Royal Society of Chemistry",

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AU - Torrecilla, J.S.

AU - Deetlefs, Maggel

AU - Seddon, Kenneth

AU - Rodriguez, Guillermo

PY - 2008

Y1 - 2008

N2 - Neural network models have been explored for the prediction of the liquid-liquid equilibrium data and aromatic/aliphatic selectivity values. Four ternary systems composed of toluene, heptane, and the ionic liquids 1-ethyl-3-methylimidazolium ethylsulfate, or 1,3-dimethylimidazolium methylsulfate were investigated at 313.2 and 348.2 K.

AB - Neural network models have been explored for the prediction of the liquid-liquid equilibrium data and aromatic/aliphatic selectivity values. Four ternary systems composed of toluene, heptane, and the ionic liquids 1-ethyl-3-methylimidazolium ethylsulfate, or 1,3-dimethylimidazolium methylsulfate were investigated at 313.2 and 348.2 K.

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DO - 10.1039/b719533h

M3 - Article

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JO - Physical Chemistry Chemical Physics

JF - Physical Chemistry Chemical Physics

IS - 33

ER -

Estimation of ternary liquid-liquid equilibria for arene/alkane/ionic liquid mixtures using neural networks

Abstract

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