[Statistical Mechanics] An adsorption model

In summary, you are looking at an extremum of the interal energy of the system where the enthropy (of the whole system) is maximised and everything is settled in in the appropropriate site.
  • #1
Truecrimson
263
86

Homework Statement



Please look at P9 in http://panda.unm.edu/pandaweb/graduate/prelims/SM_S09.pdf

"Now consider a metal surface in which the M adhesion sites are comprised of equal populations of sites of two different types..."

Homework Equations



The entropy and the chemical potential of a metal surface with a single type of adhesion site are shown in P7 and P8 respectively.

The Attempt at a Solution



Use the expression [tex]\mu=-\Delta-kT\ln \left(\frac{M-N}{N}\right)[/tex] separately for each type of adhesion sites A and B, so that [tex]\mu_A=-\Delta_A-kT\ln \left(\frac{N-A}{A}\right)[/tex] and [tex]\mu_B=-\Delta_B-kT\ln \left(\frac{N-(N-A)}{N-A}\right)=-\Delta_B+kT\ln \left(\frac{N-A}{A}\right)[/tex] where A is the occupation of sites A.
Then if I assume that the two types of sites are in chemical equilibrium i.e. [tex]\mu_A=\mu_B[/tex], then I can solve for A in terms of the temperature and the difference in binding energy easily. However, I'm not sure if I can assume that, but I can't think of any other way to do this. (I thought of deriving the entropy of a metal surface with two types of sites, and work out the chemical potential from that. But there were some unclear steps. If my proposed solution doesn't work then maybe I'll post that later.) Any suggestion would be appreciated.
 
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  • #2
use the fundumental law of thermodynamics in differential form (assuming thermal equilibrium) to deduce the temperature as a function of rate of change of enthropy and the chemical potentials.
 
  • #3
You mean [tex]\left(\frac{\partial S}{\partial N}\right)_{U,V}=-\frac{\mu}{T}?[/tex] If so, assuming thermal equilibrium
[tex]T_A=T_B[/tex]
[tex]\left(\frac{\partial S}{\partial A}\right)_{U_A,V_A} \mu_B=\left(\frac{\partial S}{\partial B}\right)_{U_B,V_B} \mu_A[/tex]

[itex]\left(\frac{\partial S}{\partial A}\right)_{U_A,V_A}[/itex] is [itex]k\ln \left(\frac{N-A}{A}\right)[/itex], and similarly [itex]\left(\frac{\partial S}{\partial B}\right)_{U_B,V_B}=k\ln \left(\frac{N-B}{B}\right)=-k\ln \left(\frac{N-A}{A}\right).[/itex]

Then
[tex](-\Delta_A-kT\ln \left(\frac{N-A}{A}\right))(-k\ln \left(\frac{N-A}{A}\right))=(-\Delta_B+kT\ln \left(\frac{N-A}{A}\right))(k\ln \left(\frac{N-A}{A}\right))[/tex]

[tex]\Delta_A+kT\ln \left(\frac{N-A}{A}\right)=-\Delta_B+kT\ln \left(\frac{N-A}{A}\right)[/tex]

[tex]\Delta_A=-\Delta_B[/tex]

Where was my mistake(s)? Thank you, by the way.
 
  • #4
the mistake was in your initial writing of the fundumental law. if you have 2 objects in your system, each of which has a different chemical potential, then the total internal energy (differential) will be altered to include both the chemical potentials and the number of the particles. the total temperature of the system however can be thought of as one entity since the objects are at thermal equilibrium. this should be your starting point:
dU = T.dS - u(a).dN(a) - u(b).dN(b)
 
  • #5
So to use the fundamental law,
1) Calculate dU from the partition function. dU then has dN(a) and dN(b) in it.
2) Write dS=dS(a) + dS(b). This again has dN(a) and dN(b).
3) Plug everything into the equation?

And are the expression for S(a) and u(a), for example, the same as in the case of single type of adhesion sites, just changing N to N(a) (as I did in my previous reply)?
 
  • #6
i was given infraction points for doing peoples homework before. totally sucks -.-. so I will try to point out to the right method. using the fundumental law (the thing I wrote above), you may proceed by plugging everything else in. I believe you are ok with dividing through by differantials but be careful when doing this! there isn't only one differential to be considered. dU means the infinitesimal change in the internal energy of the system as a whole, so if you are at the thermal equilibrium, you can assume that this quantity is constant... hope this helps ^^
In essence, you are looking at an extremum of the interal energy of the system where the enthropy (of the whole system) is maximised and everything is settled in in the appropropriate site.
 
  • #7
ardie said:
i was given infraction points for doing peoples homework before.

That surely sucks!

What I don't understand though, is that if you're saying that the total entropy (and the total energy) is at its extremum, then in addition to thermal equilibrium, the system has to attain chemical (diffusive) equilibrium as well, because net flow of particles between subsystems increase the total entropy. And that condition boils down to u(a)=u(b). (Even though my u's may be wrong.)
 
  • #8
well in p8, you work our the chemical potential and find out that at thermal equilibrium it is only a function of the number of adhesion sites. then in the next part you are told that the total number residing on adhesion sites is half of N (constant) so this fixed the total chemical potential for adhesion sites. in the next part you want to work out how many on average would go to one type of adhesion site, provided the constraint of the systems and that the chemical potentials are defined as follows. if the two adhesion sites had the same chemical equilibrium then their population would be the same as the particles would show no preference as to where to reside. hence their population would be exactly the same. systems may still be in thermal equilibrium without the same chemical potentials being equal, the condition of thermal diffusive equilibrium is then achieved by the two sites losing/gaining particles.
 
  • #9
The two sites' binding energies are different though. So chemical equilibrium doesn't mean that their populations would be the same(?) or am I missing something here?
 
  • #10
was that in reply to something I wrote or just a comment? o_O
 
  • #11
I was thinking about this remark.

ardie said:
if the two adhesion sites had the same chemical equilibrium then their population would be the same as the particles would show no preference as to where to reside.
 
  • #12
Ahh right I see. In the Grand Canonical Ensemble one sets the system to have a well defined chemical potential at constant temperature and let's the system maximise its internal energy by transfer of particles. So yes if you have a look at the expression of the chemical potentials, at constant M (which is given by the question) the chemical potential is a function only of the binding energies of the respective sites.
 

1. What is statistical mechanics and how does it relate to adsorption models?

Statistical mechanics is a branch of physics that uses statistical methods to explain the behavior of a large number of particles or molecules. It provides a theoretical framework for understanding the thermodynamic properties of a system. Adsorption models, on the other hand, are mathematical models that describe the process of molecules or particles adhering to a surface. Statistical mechanics is used to derive these models and understand the underlying physical processes of adsorption.

2. What factors influence the adsorption process in an adsorption model?

The factors that influence the adsorption process in an adsorption model include the surface properties of the adsorbent, the properties of the adsorbate molecules, temperature, pressure, and the concentration of the adsorbate. These factors affect the strength of the adsorbate-adsorbent interactions and the ability of the molecules to adhere to the surface.

3. Can statistical mechanics be used to predict the behavior of adsorption models?

Yes, statistical mechanics can be used to predict the behavior of adsorption models. By applying statistical methods, we can calculate the probability of adsorption at different conditions and make predictions about the amount of adsorbate that will adhere to the surface. However, these predictions are based on statistical averages and may not perfectly match experimental results.

4. How does temperature affect the adsorption process in an adsorption model?

Temperature plays a crucial role in adsorption models as it affects the kinetic energy of the adsorbate molecules. Higher temperatures can increase the kinetic energy and make it easier for molecules to overcome the attractive forces of the adsorbent and desorb from the surface. On the other hand, lower temperatures can slow down the adsorption process and result in a lower amount of adsorbate adhering to the surface.

5. What are the different types of adsorption models used in statistical mechanics?

There are two main types of adsorption models used in statistical mechanics: the Langmuir model and the BET model. The Langmuir model assumes that adsorption occurs on a homogeneous surface with a fixed number of adsorption sites, while the BET model takes into account the multilayer adsorption on a heterogeneous surface with varying adsorption energies. Both models have their limitations and are used in different scenarios depending on the properties of the adsorbate and adsorbent.

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