New Model to Predict Infinite Dilution Activity Coefficients Based on (?p/?x)T,x? 0

ACS OMEGA(2023)

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摘要
Accurate prediction of infinite dilution activity coefficient (gamma infinity) is essential for the calculation of phase equilibria, solubility, and related properties in molecular thermodynamics. Here, we propose a new model to accurately predict the value of gamma infinity. It is applicable to calculate gamma infinity for compounds in aqueous solution at different temperatures. The model is based on the relationship of ( partial differential p/ partial differential x)T,x -> 0 with gamma infinity and temperature at low pressure. First, we introduce the new idea of using the group contribution method to estimate ( partial differential p/ partial differential x)T,x -> 0 and then obtain the activity coefficient of a solute at infinite dilution in water based on the relationship between ( partial differential p/ partial differential x)T,x -> 0 and gamma infinity. The accuracy of this model is verified using experimental data from 46 systems and more than 450 data points. The result shows that the total average relative deviation of the predicted values from the experimental values for training data is 4.73%. Besides, we test the applicability of the model using solutes that are not part of the training data set. The result shows that the model is satisfactory for the prediction of testing data. Compared with other models, the results prove that the developed model outperforms the UNIFAC model, the modified UNIFAC model, and previous predictive models for aqueous systems. The final equation with only simple arithmetic is more easily applied in engineering practices.
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