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.
authors.affiliation: Department of Chemical Engineering, Faculty of Chemistry, Complutense University of Madrid, Madrid, Spain. jstorre@quim.ucm.es
authors.forename: José S
authors.initials: JS
authors.lastname: Torrecilla
authors.forename: Maggel
authors.initials: M
authors.lastname: Deetlefs
authors.forename: Kenneth R
authors.initials: KR
authors.lastname: Seddon
authors.forename: Francisco
authors.initials: F
authors.lastname: Rodríguez