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chapter one the estimation of physical properties

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PURE COMPONENT CONSTANTS<br />

2.20 CHAPTER TWO<br />

T c for all types <strong>of</strong> organics with somewhat better accuracy than Joback’s method;<br />

Sastri, et al. (1997) treating only V c and obtaining somewhat better accuracy than<br />

Joback’s method; Tobler (1996) correlating V c with a substance’s temperature and<br />

density at <strong>the</strong> normal boiling point with improved accuracy over Joback’s method,<br />

but also a number <strong>of</strong> substances for which all methods fail; and Daubert [Jalowka<br />

and Daubert, 1986; Daubert and Bartakovits, 1989] using Benson groups (see Sec.<br />

3.3) and obtaining about <strong>the</strong> same accuracy as Lydersen (1955) and Ambrose (1979)<br />

for all <strong>properties</strong>. Within limited classes <strong>of</strong> systems and <strong>properties</strong>, <strong>the</strong>se methods<br />

may be more accurate as well as easier to implement than those analyzed here.<br />

As menti<strong>one</strong>d in Sec. 2.1, <strong>the</strong>re is also a great variety <strong>of</strong> o<strong>the</strong>r <strong>estimation</strong> methods<br />

for critical <strong>properties</strong> besides <strong>the</strong> above group/bond/atom approaches. The<br />

techniques generally fall into two classes. The first is based on factor analysis that<br />

builds correlation equations from data <strong>of</strong> o<strong>the</strong>r measurable, macroscopic <strong>properties</strong><br />

such as densities, molecular weight, boiling temperature, etc. Such methods include<br />

those <strong>of</strong> Klincewicz and Reid (1984) and <strong>of</strong> Vetere (1995) for many types <strong>of</strong> substances.<br />

Somayajulu (1991) treats only alkanes but also suggests ways to approach<br />

o<strong>the</strong>r homologous series. However, <strong>the</strong> results <strong>of</strong> <strong>the</strong>se methods are ei<strong>the</strong>r reduced<br />

accuracy or extra complexity. The way <strong>the</strong> parameters depend upon <strong>the</strong> type <strong>of</strong><br />

substance and <strong>the</strong>ir need for o<strong>the</strong>r input information does not yield a direct or<br />

universal computational method so, for example, <strong>the</strong> use <strong>of</strong> spreadsheets would be<br />

much more complicated. We have not given any results for <strong>the</strong>se methods.<br />

The o<strong>the</strong>r techniques <strong>of</strong> estimating critical and o<strong>the</strong>r <strong>properties</strong> are based on<br />

molecular <strong>properties</strong>, molecular descriptors, which are not normally measurable.<br />

These ‘‘Quantitative Structure-Property Relationships’’ (QSPR) are usually obtained<br />

from on-line computation <strong>of</strong> <strong>the</strong> structure <strong>of</strong> <strong>the</strong> whole molecule using molecular<br />

mechanics or quantum mechanical methods. Thus, no tabulation <strong>of</strong> descriptor contributions<br />

is available in <strong>the</strong> literature even though <strong>the</strong> weighting factors for <strong>the</strong><br />

descriptors are given. Estimates require access to <strong>the</strong> appropriate computer s<strong>of</strong>tware<br />

to obtain <strong>the</strong> molecular structure and <strong>properties</strong> and <strong>the</strong>n <strong>the</strong> macroscopic <strong>properties</strong><br />

are estimated with <strong>the</strong> QSPR relations. It is common that different methods use<br />

different computer programs. We have not d<strong>one</strong> such calculations, but do compare<br />

with <strong>the</strong> data <strong>of</strong> Appendix A <strong>the</strong> results reported by two recent methods. We comment<br />

below and in Sec. 2.5 on how <strong>the</strong>y compare with <strong>the</strong> group/bond/atom methods.<br />

The method <strong>of</strong> Gregoras is given mainly for illustrative purposes; that <strong>of</strong> Jurs<br />

shows <strong>the</strong> current status <strong>of</strong> molecular descriptor methods.<br />

Method <strong>of</strong> Grigoras. An early molecular structural approach to <strong>physical</strong> <strong>properties</strong><br />

<strong>of</strong> pure organic substances was proposed by Grigoras (1990). The concept was<br />

to relate several <strong>properties</strong> to <strong>the</strong> molecular surface areas and electrostatics as generated<br />

by combining quantum mechanical results with data to determine <strong>the</strong> proper<br />

form <strong>of</strong> <strong>the</strong> correlation. For example, Grigoras related <strong>the</strong> critical <strong>properties</strong> to<br />

molecular <strong>properties</strong> via relations such as<br />

V 2.217A 93.0 (2-2.13)<br />

c<br />

T 0.633A 1.562A 0.427A 9.914A 263.4 (2-2.14)<br />

c HB<br />

where A is <strong>the</strong> molecular surface area, A and A are <strong>the</strong> amounts <strong>of</strong> negatively<br />

and positively charged surface area on <strong>the</strong> molecule and A HB is <strong>the</strong> amount <strong>of</strong><br />

charged surface area involved in hydrogen bonding. Examples <strong>of</strong> values <strong>of</strong> <strong>the</strong><br />

surface area quantities are given in <strong>the</strong> original reference and comparisons are made<br />

for several <strong>properties</strong> <strong>of</strong> 137 compounds covering many different types. This is <strong>the</strong><br />

only example where a tabulation <strong>of</strong> descriptors is available.<br />

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