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Handbook of Solvents - George Wypych - ChemTech - Ventech!

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14.21.2 Predicting cosolvency 1007<br />

Cosolvent N a b R 2<br />

log Kow range Ref.<br />

Propylene glycol 47 0.03 0.89 0.99 -5 ~ 7 61<br />

Propylene glycol 8 0.77 0.62 0.96 n.a. 24<br />

PEG400 10 0.68±0.43 0.88±0.16 0.79 -0.10 ~ 4.18 80<br />

Butylamine 4 1.86±0.30 0.64±0.10 0.96 -1.69 ~ 4.49 80<br />

*estimated from Figure 3 in Reference 24.<br />

n.a. = not available.<br />

This empirical approach using equations [14.21.2.8], [14.21.2.5], and [14.21.2.2] can<br />

produce acceptable estimates <strong>of</strong> log (Sm/Sw) only if the solubilization exhibits a roughly<br />

log-linear pattern, such as in some HOC/water/methanol systems. In addition, it is important<br />

to limit the use <strong>of</strong> equations [14.21.2.5] and [14.21.2.8] within the ranges <strong>of</strong> log Kow used in obtaining the corresponding parameters.<br />

14.21.2.6 Predicting cosolvency in non-ideal liquid mixtures<br />

Deviations from the log-linear model<br />

Most solubilization curves, as shown in Figure 14.21.2.1, exhibit significant curvatures<br />

which are not accounted for by the log-linear model. A closer look at the solubilization<br />

curves in Figure 14.21.2.1 reveals that the deviation can be concave, sigmoidal, or convex.<br />

In many cases, especially with amphiprotic cosolvents, a negative deviation from the<br />

end-to-end log-linear line is <strong>of</strong>ten observed at low cosolvent concentrations, followed by a<br />

more significant positive deviation as cosolvent fraction increases.<br />

The extent <strong>of</strong> the deviation from the log-linear pattern, or the excess solubility, is measured<br />

by the difference between the measured and the log-linearly predicted log Sm values:<br />

i ( Sm Sm) Sm ( Sw ifi) log / = log − log +∑σ [14.21.2.9]<br />

The values <strong>of</strong> log (S m/S i m) for naphthalene, benzocaine, and benzoic acid in selected<br />

binary solvent mixtures are presented in Figures 14.21.2.2-a, -b, and -c, respectively.<br />

The log-linear model is based on the presumed ideality <strong>of</strong> the mixtures <strong>of</strong> water and<br />

cosolvent. The log-linear relationship between log (S m/S w) and f is exact only if the<br />

cosolvent is identical to water, which cannot be the case in reality. Deviation is fortified as<br />

any degradation, solvation, dissociation, or solvent mediated polymorphic transitions <strong>of</strong> the<br />

solute occur. The problem is further compounded if the solute dissolves in an amount large<br />

enough to exert significant influence on the activity <strong>of</strong> solvent components. Due to the complexity<br />

<strong>of</strong> the problem, efforts to quantitatively describe the deviations have achieved only<br />

limited success.<br />

A generally accepted viewpoint is that the deviation from the log-linear solubilization<br />

is mainly caused by the non-ideality <strong>of</strong> the solvent mixture. This is supported by the similarities<br />

in the patterns <strong>of</strong> observed log S m and activities <strong>of</strong> the cosolvent in solvent mixture,<br />

when they are graphically presented as functions <strong>of</strong> f. Based on the supposition that solvent<br />

non-ideality is the primary cause for the deviation, Rubino and Yalkowsky 87 examined the<br />

correlations between the extent <strong>of</strong> deviation and various physical properties <strong>of</strong> solvent mix-

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