I. Ashour et G. Aly, EFFECT OF COMPUTATION TECHNIQUES FOR EQUATION OF STATE BINARY INTERACTION PARAMETERS ON THE PREDICTION OF BINARY VLE DATA, Computers & chemical engineering, 20(1), 1996, pp. 79-91
Two different computation methods were used to calculate the binary in
teraction parameters of both the Soave-Redlich-Kwong and the Peng-Robi
nson equations of state with the quadratic van der Waals' mixing rules
. Experimental vapor-liquid equilibrium data, for nine binary systems,
were selected in four different classes of polar and non-polar compou
nds. These test systems consist of four CO2-containing mixtures, two a
symmetric mixtures, and one binary of each of methane, hydrogen-contai
ning, and symmetric mixtures. The experimental data cover a wide range
of temperature and pressure. In the first computation method, the non
-linear least squares, based on a modification of the Levenberg-Marqua
rdt minimization algorithm, was used to minimize the sum of the square
s of residuals of the natural logarithm of equilibrium ratios. The sec
ond computation method is based on the maximum likelihood method, wher
e both independent and dependent variables are subject to error. The o
bjective function applied in this computation method, the sum of the s
quares of residuals of the measured variables divided by the statistic
al variances associated with these variables, was minimized subject to
the phase equilibrium constraints including the minimum Gibbs free en
ergy. The same routine for density calculations was used in both compu
tation methods. The results of this comparative study revealed that th
e second computation method is more superior for both equations of sta
te. The results also demonstrate that different computation techniques
can result in different conclusions using the same equation of state
for the same equilibrium systems. This conclusion suggests that the sh
ortcomings in different equations of state stem not only from the equa
tions themselves but also from the computational methods applied.