Physics Asked on August 20, 2020
My teacher told us that $$ ln Z = frac{PV}{kT} $$ is the equation of state for an ideal gas, being $Z$ the grand canonical partition function and $k$ the Boltzmann constant. Where does this formula come from? (we then used this formula for studying Bose-Einstein and Fermi-Dirac systems).
I have tried the following: in the grand canonical ensemble I know that $Xi = -kT ln Z $ is the grand canonical potential. Also, from thermodynamics, I know that the grand canonical potential differential is $ dXi = -S~dT – P~dV – N~dmu $ so, integrating, $ Xi = -PV + f(mu,T) $ where $f$ is some unknown function. Equating this two facts about $Xi$ gives $$ ln Z = frac{PV – f(mu,T)}{kT} $$ but how can be shown that $f(mu,T)=0$?
I have just found a way to prove that $ln Z = frac{PV}{kT}$ as follows: the grand canonical potential is defined, in thermodynamics, to be $ Xi = U - TS - mu N $. Using Euler relation (Callen, eq. (3.6), also known as Euler integrals here in Wikipedia) $ U = TS - PV + mu N $ then $$ Xi = -PV. $$
On the other hand the grand canonical potential can be obtained from the grand canonical partition function as $$ Xi = -kT ln Z .$$
Now it is trivial that $$ ln Z = frac{PV}{kT} $$
Answered by user171780 on August 20, 2020
Let us consider a grand canonical ensemble of $M$ identical systems such that the total number of particles in the ensemble is $Mbar{N}$ and a total energy of $Mbar{E}$. Let $n_{r,s}$ be the number of systems having energy $E_{s}$ and number of particles $N_{r}$. Putting these statements mathematically, we have
$sum_{r,s} n_{r,s}= M$
$sum_{r,s} n_{r,s} N_{r}=Mbar{N}$
$sum_{r,s} n_{r,s} E_{s}=M bar{E}$
The above part lays the groundwork. The solutions begins here.
Let $P_{r,s}$ be the probability that a given member of the ensemble has an energy $E_{s}$ and number of particles $n_{r}$. From basic considerations of the grand canonical ensemble, we have
$P_{r,s}=frac{exp(-alpha N_{r}-beta E_{s})}{sum_{r,s}exp(-alpha N_{r}-beta E_{s})}$ .............. (1)
Now, the denominator is the grand canonical partition function $Z_{G}$
$Z_{G}=sum_{r,s}exp(-alpha N_{r}-beta E_{s})$ .............. (2)
Therefore,
$P_{r,s}=frac{exp(-alpha N_{r}-beta E_{s})}{Z_{G}}$ .............. (3)
Now, from the definition of entropy, we have
$S=-k_{B}<ln(P_{r,s})>$ .............. (4)
$=> S=-k_{B}sum_{r,s} P_{r,s} ln(P_{r,s}) $ .............. (5)
Now, we substitute the expression of $P_{r,s}$ obtained in equation (3) inside the $ln$. We leave the $P_{r,s}$ outside the $ln$ unchanged. (This makes the calculations easier as we will see shortly).
$S=-k_{B} sum_{r,s} P_{r,s} ln[frac{exp(-alpha N_{r}-beta E_{s})}{Z_G}]$ .............. (6)
$=>S=-k_{B} sum_{r,s} P_{r,s}[-alpha N_{r}-beta E_{s}-ln(Z_{G})]$ .............. (7)
$=>S=k_{B} alpha sum_{r,s} P_{r,s}N_{r}+k_{B} beta sum_{r,s} P_{r,s} E_{s}+k_{B}ln(Z_{G}) sum_{r,s} P_{r,s} $ .............. (8)
From normalization of probabilities,
$sum_{r,s} P_{r,s}=1$.
From the basic definition of mean, we have
$sum_{r,s} P_{r,s}N_{r}=bar{N}$
and
$sum_{r,s} P_{r,s}E_{s}=bar{E}$
Therefore, equation (8) can be written as
$S=k_{B} alpha bar{N}+k_{B} beta bar{E}+k_{B}ln(Z_{G}) $ .............. (9)
Now, using the first law and second law of thermodynamics,
$dbar{E}=TdS-PdV+mu dbar{N}$ .............. (10)
Since $S$, $V$, and $N$ are extensive quantities, using Euler's homogeneous function theorem, we get
$bar{E}=TS-PV+mubar{N}$ .............. (11)
Rearranging the terms of (11) and using the fact that $beta=frac{1}{k_{B}T}$, we get
$S=k_{B}betabar{E}+k_{B}beta PV - k_{B}beta mu bar{N} $ .............. (12)
Comparing (9) and (12), we get
$k_{B}beta PV =k_{B}ln(Z_{G})$
$=>beta PV=ln(Z_{G})$
$=>frac{PV}{k_{B}T}=ln(Z_{G})$ .............. (13)
[Hence proved]
Note : The key here is to bridge statistical mechanics, and thermodynamics. Entropy is often a useful tool for this purpose as we saw here.
Answered by abir on August 20, 2020
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