论文信息 - Artificial neural networks as a predictive tool for vapor-liquid equilibrium

Artificial neural networks as a predictive tool for vapor-liquid equilibrium

Abstract A new type of group-contribution method for calculation of liquid phase activity coefficients is presented. The method is implemented by using an artificial neural network. Calculated results are compared with the UNIFAC method and experimental data.

Aage Fredenslund | Peter Rasmussen | René Petersen

[1] M. V. Winkle,et al. Alteration of the relative volatility of hexane-1-hexene by oxygenated and chlorinated solvents , 1967 .

[2] B. Lu,et al. Vapor-liquid equilbriums of the cyclohexane-cyclohexanone system at 323.15 and 348.15 K , 1977 .

[3] A. Karr,et al. Vapor-Liquid Equilibrium of n-Pentane-Acetone. , 1962 .

[4] P. S. Puri,et al. Vapor-liquid equilibriums of acetone-cyclohexane and acetone-isopropanol systems at 25.deg. , 1974 .

[5] G. Geiseler,et al. Thermodynamisches Verhalten der Mischsysteme Methyläthylketoxim/n‐Heptan, Diäthylketon/n‐Heptan und Methyläthylketoxim/Diäthylketon , 1968 .

[6] C. V. Rao,et al. Binary vapour—liquid equilibria of the systems : Methyl ethyl ketone—cyclohexane and acetone—cyclohexane , 1957 .