Everything about The Entropy Of Mixing totally explained
The
entropy of mixing (also known as
configurational entropy) is the change in the
entropy, an
extensive thermodynamic quantity, when two different
chemical substances or
components are mixed. This entropy change must be positive since there's more
uncertainty about the
spatial locations of the different kinds of
molecules when they're interspersed. We assume that the mixing process has reached
thermodynamic equilibrium so that the mixture is uniform and homogeneous. If the substances being mixed are initially at different temperatures and pressures, there will, of course, be an additional entropy increase in the mixed substance due to these differences being equilibrated, but if the substances being mixed are initially at the same temperature and pressure, the entropy increase will be entirely due to the entropy of mixing.
The entropy of mixing may be calculated by
Gibbs' Theorem which states that when two different substances mix, the entropy increase upon mixing is equal to the entropy increase that would occur if the two substances were to expand alone into the mixing volume. (In this sense, then the term "entropy of mixing" is a misnomer, since the entropy increase isn't due to any "mixing" effect.) Nevertheless, the two substances must be different for the entropy of mixing to exist. This is the
Gibbs paradox which states that if the two substances are identical, there will be no entropy change, yet the slightest detectable difference between the two will yield a considerable entropy change, and this is just the entropy of mixing. In other words, the entropy of mixing isn't a continuous function of the degree of difference between the two substances.
The entropy of mixing
is given by:
»
where
is the
gas constant,
the total number of
moles and
the
mole fraction of each of the mixed components
Proof
Assume that the molecules of two different substances are approximately the same size, and regard space as subdivided into a whose cells are the size of the molecules. (In fact, any lattice would do, including
close packing.) This is a
crystal-like
conceptual model to identify the molecular
centers of mass. If the two
phases are
liquids, there's no spatial uncertainty in each one individually. Everywhere we look in component 1, there's a molecule present, and likewise for component 2. After they're intermingled (assuming they're miscible), the liquid is still dense with molecules, but now there's uncertainty about what kind of molecule is in which location. Of course, any idea of identifying molecules in given locations is a
thought experiment, not something one could do, but the calculation of the uncertainty is well-defined.
We can use
Boltzmann's equation for the entropy change as applied to the
mixing process
»
where
is
Boltzmann’s constant. We then calculate the number of ways
of arranging
molecules of component 1 and
molecules of component 2 on a lattice, where
»
is the total number of molecules, and therefore the number of lattice sites.
Calculating the number of
permutations of
objects, correcting for the fact that
of them are
identical to one another, and likewise for
,
»
After applying
Stirling's approximation, the result is
»
This expression can be generalized to a mixture of
components,
, with
»
The equivalence of the two follows immediately.
Reverting to two components, we obtain
»
where
is the
gas constant, equal to
times
Avogadro's number,
and
are the numbers of moles of the components, and
is the total number of moles.
Since the mole fractions are necessarily less than one, the values of the
logarithms are negative. The minus sign reverses this, giving a positive entropy of mixing, as expected.
Gibbs free energy of mixing
In an
ideal gas or
ideal solution (no enthalpy term) the
Gibbs free energy change of mixing is given by:
»
where
is the
Gibbs free energy and
the
absolute temperature
The Gibbs energy is always negative meaning that mixing as ideal solutions is always spontaneous. The lowest value is when the mole fraction is 0.5 for a mixture of two components or 1/n for a mixture of n components.
Solutions
If the
solute is a
crystalline
solid, the argument is much the same. A crystal has no spatial uncertainty at all, except for
crystallographic defects, and a (perfect) crystal allows us to localize the molecules using the crystal
symmetry group. The fact that volumes don't add when dissolving a solid in a liquid isn't important for condensed
phases. If the solute isn't crystalline, we can still use a spatial lattice, as good an approximation for an amorphous solid as it's for a liquid.
The
Flory-Huggins solution theory provides the entropy of mixing for
polymer solutions, in which the
macromolecules are huge compared to the solute molecules. In this case, the assumption is made that each
monomer subunit in the polymer
chain occupies a lattice site.
Note that solids in contact with each other also slowly
interdiffuse, and solid mixtures of two or more components may be made at will (
alloys,
semiconductors, etc.). Again, the same equations for the entropy of mixing apply, but only for homogeneous, uniform phases.
Gases
In gases there's a lot more spatial uncertainty because most of their volume is merely empty space. We can regard the mixing process as simply conjoining the two containers. The two lattices which allow us to conceptually localize molecular
centers of mass also join. The total number of empty cells is the sum of the numbers of empty cells in the two components prior to mixing. Consequently, that part of the spatial uncertainty concerning whether
any molecule is present in a lattice cell is the sum of the initial values, and doesn't increase upon mixing.
Almost everywhere we look, we find empty lattice cells. But we do find molecules in those few cells which are occupied. For each one, there's a
contingent uncertainty about which kind of molecule it is. Using
conditional probabilities, it turns out that the analytical problem for the small
subset of occupied cells is exactly the same as for mixed liquids, and the
increase in the entropy, or spatial uncertainty, has exactly the same form as obtained previously. Obviously the subset of occupied cells isn't the same at different times. But only when an occupied cell is found do we ask which kind of molecule is there.
See also:
Gibbs paradox, in which it would seem that mixing two samples of the
same gas would produce entropy.
Further Information
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