Estimation of ternary liquid-liquid equilibria for arene/alkane/ionic liquid mixtures using neural networks.
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.
Torrecilla
José S
JS
Department of Chemical Engineering, Faculty of Chemistry, Complutense University of Madrid, Madrid, Spain. jstorre@quim.ucm.es
Deetlefs
Maggel
M
Seddon
Kenneth R
KR
Rodríguez
Francisco
F