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STATISTICAL THERMODYNAMICS
Mr.M.Ragu M.Sc,SET
Assistant Professor
Vivekananda College
Tiruvedakam west
Madurai-625234
Difference between Maxwell – Boltzmann
,Bose -Einstein and Fermi dirac statics
Heat capacities of solids
Any theory used to calculate lattice vibration heat capacities of crystalline solids must explain two
things:
1. Near room temperature, the heat capacity of most solids is around 3k per atom (the molar
heat capacity for a solid consisting of n-atom molecules is ~3nR). This is the well-known
Dulong and Petit law.
2.At low temperatures, Cv decreases, becoming zero at T=0. Heat capacities have a
temperature dependence of the form T3
+ T, where the T3
term arises from lattice
vibrations, and the linear term from conduction electrons.
Classical mechanics would predict Cv = 3R at all temperatures, in violation of both experiment and the
third law of thermodynamics.
Einstein’s theory of heat capacities
Einstein treated the atoms in a crystal as N simple harmonic oscillators, all having the same frequency
E. The frequency E depends on the strength of the restoring force acting on the atom, i.e. the
strength of the chemical bonds within the solid. Since the equation of motion for each atom
decomposes into three independent equations for the x, y and z components of displacement, and N-
atom solid is equivalent to 3N harmonic oscillators, each vibrating independently at frequency E.
Note that this treatment is a gross approximation, since in reality the lattice vibrations are very
complicated coupled oscillations.
The energy levels of the harmonic oscillators are given by
v = hE(v + ½), v = 0, 1, 2…
Assuming the oscillators are in thermal equilibrium at temperature T, the partition function for a
single oscillator is


q = exp[-
v=0 v=0

v] = exp[-hE(v+½)] = e e

-x/2 -xv
v=0
= 1-e-x
e-x/2
where x = hE.
In the above, we have used the fact that
The mean energy per oscillator is then
n=0
 n
x =
1
1 - x
.
u = - d =
dlnq d hE
d 2
-h + ln(1-e E) = 2
hE h
+ ehE-1
The first term above, h/2, is simply the zero point energy. Using the fact that energy is an extensive
property, the energy of the 3N oscillators in the N-atom solid is
2U = 3Nu = 3NhE
+
h 
eh E-1
The heat capacity at constant volume is therefore
Cv
= U  = 3NU 
 T v  vT = 3Nk where x =
hE
=
Ex2
ex
(ex
-1)2
kT T
E is the ‘Einstein temperature’, which is different for each solid, and reflects the rigidity of the
lattice.
At the high temperature limit, when T >> E (and x << 1), the Einstein heat capacity reduces to Cv =
3Nk, the Dulong and Petit law [prove by setting ex
~ 1+x in the denominator].
At the low temperature limit, when T << E (and x >> 1), Cv  0 as T  0, as required by the third
law of thermodynamics. [Prove by setting ex
-1 ~ ex
in the denominator for large x].
Debye’s theory of heat capacities
Debye improved on Einstein’s theory by treating the coupled vibrations of the solid in terms of 3N
normal modes of vibration of the whole system, each with its own frequency. The lattice vibrations are
therefore equivalent to 3N independent harmonic oscillators with these normal mode frequencies. For
low frequency vibrations, defined as those for which the wavelength is much greater than the atomic
spacing,  >> a, the crystal may be treated as a homogeneous elastic medium. The normal modes are the
frequencies of the standing waves that are possible in the medium.
Debye derived an expression for the number of modes with frequency between  and +d in such a
medium.
g() d =
4V2
v3
2
d =   d
where V is the crystal volume and v is the propagation velocity of the wave. As outlined above, this
expression applies only to low frequency vibrations in a crystal. Debye used the approximation that it
applied to all frequencies, and introduced a maximum frequency D (the Debye frequency) such that
there were 3N modes in total. i.e. D
g()d = 3N . The Debye frequency corresponds to  = 2a, when0
neighbouring atoms vibrate in antiphase with each other. With this approximation in place, Debye
integrated over all of the frequencies to find the internal energy of the crystal, and then calculated
v
 Tv
the heat capacity using C = U  . The resulting expression is givenbelow.
vC = 3Nk
 xD 
 3 
0
 3 
xD
x4
ex
dx
(ex
- 1)2
where x =
h
, and x =
hD
=
D
. The Debye heat capacity depends only on the Debye temperature  .
kT D kT T D
The integral cannot be evaluated analytically, but the bracketed function is tabulated.
At high temperatures (T >> D, xD << 1), we may rewrite the integrand as follows:
x4
ex
x4
x4
x4
(ex
- 1)2 = (ex
- 1)(1 - ex
) = 2(cosh(x) - 1) = 2(x2
/2! + x4
/4! +…)
Retaining only the x2
term in the denominator gives
xD 0
Cv = 3Nk 
3
3  x2
dx= 3NkxD
To determine the low temperature limit (T << D, xD >> 1), we note that the integrand tends towards
zero rapidly for large x. This allows us to replace the upper limit by  and turn the integral into a
standard integral, to give
v
 D   0
(ex
-1)2
12C = 3Nk  T 
3
3 
 x4
ex
 =
5 
D
4
Nk T 
3
We see that the Debye heat capacity decreases as T3
at low temperatures, in agreement with
experimental observation. This is a marked improvement on Einstein’s theory.
Free electron model of metals
Up to this point, we have only considered contributions to the heat capacity from vibrations within the
solid. In metals, the free conduction electrons also contribute to the heat capacity. In the free
electron model of metals, the conduction electrons are treated as a perfect gas obeying Fermi-Dirac
statistics. Interactions of the electrons with the positively charged atomic ions and with the other
electrons are neglected. This is not such a bad approximation as it may appear at first: the ions
provide a positively charged background that partly screens the electrons from each other; and the
residual collisions are often relatively unimportant - the energetically accessible final states are often
already occupied, making any collisional excitation process forbidden by the Pauli exclusion principle.
The first step in deriving the heat capacity is to determine the density of states. We will first do this
in momentum space, and then transform the result into an expression describing the density of states
per unit energy.
The 3-dimensional Schrodinger equation for the translational motion of the electrons has the solutions
n1n2n3       (r) = A sinn1 x sinn2 y sinn3 z
L L L
 

1 2
with k = , ,
n n n3
 L L L
2
2
1 2 3
2 2 2
and k = L2 (n + n + n ).
The allowed values of k therefore form a cubic point lattice in k-space, with spacing /L and volume
per point (/L)3
. Finding the number of normal modes of the standing wave wavefunctions with k
between k and k+dk is equivalent to finding the number of lattice points between two spherical shells
of radii k and k+dk in the positive octant of k-space. The number of k-vectors of magnitude  k is
k
n =
Volume of region
=
(1/8) (4/3)k3
=
Vk3
Volume per point (/L)3
62 where V = L3
.
The number f(k) within an interval dk is found by differentiating this expression, giving
f(k) dk =
dnk
dk =
Vk2
dk
dk 22
Since k = 2p/h (and therefore dk = (2/h)dp), the density of states in momentum space is
f(p) dp =
8Vp2
dp
h3
where an extra factor of two has been added to account for the two possible spin states of the
electrons. This expression may be converted to an energy density of states by substituting  = p2
/2m
(and so d = (p/m)dp), to give
h3f() d =
4V
(2m)3/2
1/2
d
To determine the number of electrons with energies between  and +d, we need to multiply the above
expression, which gives the density of states at energy , with the probability n() of finding an
electron in a given state with energy . Electrons are Fermions, and obey Fermi-Dirac statistics, so n()
is given by the Fermi-Dirac distribution (Note: the Fermi-Dirac distribution is an analogue of the
Boltzmann distribution for systems in which spin must be taken into account)
n() =
1
exp[(-)] + 1 where  is the chemical potential and =1/kT
The number of electrons with energy between  and +d is then
exp[(-)]+1 h3dN() = n()f()d =
1 4V
(2m)3/2
1/2
d
Integrating from zero to infinity gives the total number of electrons in the gas. The Fermi energy F
is the value of  when T=0 i.e. F = (0), and may also be written F = kTF, where TF is the Fermi
temperature.
Now we will look at the energy level occupations n(e) and the overall energy distribution N() as the
temperature is increased from zero.
At T=0, the Fermi-Dirac distribution becomes
n() =
1
exp[(-F)] + 1
n()
/F
0
0
and since =∞ at T=0, this is equal to 0 if  > F and 1 if  < F. The two distributions n() and N() are
shown below.
1
1
/F
0 1
dN()
dt
n()
/F
0
0
At higher temperatures, the two distributions change slightly from their behaviour at T=0, due to
electrons lying below the Fermi level being excited to states lying above the Fermi level. This is shown
below.
1
1
/F
0 1
dN()
dt
Now we will consider the consequences of these distributions for the heat capacity. Classical
mechanics would predict a contribution ½ kT per electron to the heat capacity, in addition to the heat
capacity arising from the lattice vibrations. This is a much larger contribution than is observed
experimentally. The answer lies in the Fermionic nature of the electrons. In the classical model, a
change in temperature T would lead to an energy increase of around kT per electron. However, we
have seen that apart from electrons with energies very close to the Fermi energy F, the states to
which the electrons would be promoted by an energy increase of this magnitude are already occupied.
Hence, only a very small fraction of electrons, those lying within ~kT of the Fermi level, are able to
absorb the energy and contribute to the heat capacity.
The heat capacity per electron turns out to be
V
2
C = k
 T
2 TF
At room temperature this is a very small contribution to the overall heat capacity (on the order of a
few percent). However, at very low temperatures the electronic heat capacity dominates, since it is
linear in temperature while the lattice heat capacity is proportional to T3
.
Statistica theromodynamics

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Statistica theromodynamics

  • 1. STATISTICAL THERMODYNAMICS Mr.M.Ragu M.Sc,SET Assistant Professor Vivekananda College Tiruvedakam west Madurai-625234
  • 2.
  • 3.
  • 4. Difference between Maxwell – Boltzmann ,Bose -Einstein and Fermi dirac statics
  • 5. Heat capacities of solids Any theory used to calculate lattice vibration heat capacities of crystalline solids must explain two things: 1. Near room temperature, the heat capacity of most solids is around 3k per atom (the molar heat capacity for a solid consisting of n-atom molecules is ~3nR). This is the well-known Dulong and Petit law. 2.At low temperatures, Cv decreases, becoming zero at T=0. Heat capacities have a temperature dependence of the form T3 + T, where the T3 term arises from lattice vibrations, and the linear term from conduction electrons. Classical mechanics would predict Cv = 3R at all temperatures, in violation of both experiment and the third law of thermodynamics. Einstein’s theory of heat capacities Einstein treated the atoms in a crystal as N simple harmonic oscillators, all having the same frequency E. The frequency E depends on the strength of the restoring force acting on the atom, i.e. the strength of the chemical bonds within the solid. Since the equation of motion for each atom decomposes into three independent equations for the x, y and z components of displacement, and N- atom solid is equivalent to 3N harmonic oscillators, each vibrating independently at frequency E. Note that this treatment is a gross approximation, since in reality the lattice vibrations are very complicated coupled oscillations. The energy levels of the harmonic oscillators are given by v = hE(v + ½), v = 0, 1, 2… Assuming the oscillators are in thermal equilibrium at temperature T, the partition function for a single oscillator is   q = exp[- v=0 v=0  v] = exp[-hE(v+½)] = e e  -x/2 -xv v=0 = 1-e-x e-x/2 where x = hE. In the above, we have used the fact that The mean energy per oscillator is then n=0  n x = 1 1 - x . u = - d = dlnq d hE d 2 -h + ln(1-e E) = 2 hE h + ehE-1 The first term above, h/2, is simply the zero point energy. Using the fact that energy is an extensive property, the energy of the 3N oscillators in the N-atom solid is 2U = 3Nu = 3NhE + h  eh E-1
  • 6. The heat capacity at constant volume is therefore Cv = U  = 3NU   T v  vT = 3Nk where x = hE = Ex2 ex (ex -1)2 kT T E is the ‘Einstein temperature’, which is different for each solid, and reflects the rigidity of the lattice. At the high temperature limit, when T >> E (and x << 1), the Einstein heat capacity reduces to Cv = 3Nk, the Dulong and Petit law [prove by setting ex ~ 1+x in the denominator]. At the low temperature limit, when T << E (and x >> 1), Cv  0 as T  0, as required by the third law of thermodynamics. [Prove by setting ex -1 ~ ex in the denominator for large x]. Debye’s theory of heat capacities Debye improved on Einstein’s theory by treating the coupled vibrations of the solid in terms of 3N normal modes of vibration of the whole system, each with its own frequency. The lattice vibrations are therefore equivalent to 3N independent harmonic oscillators with these normal mode frequencies. For low frequency vibrations, defined as those for which the wavelength is much greater than the atomic spacing,  >> a, the crystal may be treated as a homogeneous elastic medium. The normal modes are the frequencies of the standing waves that are possible in the medium. Debye derived an expression for the number of modes with frequency between  and +d in such a medium. g() d = 4V2 v3 2 d =   d where V is the crystal volume and v is the propagation velocity of the wave. As outlined above, this expression applies only to low frequency vibrations in a crystal. Debye used the approximation that it applied to all frequencies, and introduced a maximum frequency D (the Debye frequency) such that there were 3N modes in total. i.e. D g()d = 3N . The Debye frequency corresponds to  = 2a, when0 neighbouring atoms vibrate in antiphase with each other. With this approximation in place, Debye integrated over all of the frequencies to find the internal energy of the crystal, and then calculated v  Tv the heat capacity using C = U  . The resulting expression is givenbelow. vC = 3Nk  xD   3  0  3  xD x4 ex dx (ex - 1)2 where x = h , and x = hD = D . The Debye heat capacity depends only on the Debye temperature  . kT D kT T D The integral cannot be evaluated analytically, but the bracketed function is tabulated. At high temperatures (T >> D, xD << 1), we may rewrite the integrand as follows:
  • 7. x4 ex x4 x4 x4 (ex - 1)2 = (ex - 1)(1 - ex ) = 2(cosh(x) - 1) = 2(x2 /2! + x4 /4! +…) Retaining only the x2 term in the denominator gives xD 0 Cv = 3Nk  3 3  x2 dx= 3NkxD To determine the low temperature limit (T << D, xD >> 1), we note that the integrand tends towards zero rapidly for large x. This allows us to replace the upper limit by  and turn the integral into a standard integral, to give v  D   0 (ex -1)2 12C = 3Nk  T  3 3   x4 ex  = 5  D 4 Nk T  3 We see that the Debye heat capacity decreases as T3 at low temperatures, in agreement with experimental observation. This is a marked improvement on Einstein’s theory. Free electron model of metals Up to this point, we have only considered contributions to the heat capacity from vibrations within the solid. In metals, the free conduction electrons also contribute to the heat capacity. In the free electron model of metals, the conduction electrons are treated as a perfect gas obeying Fermi-Dirac statistics. Interactions of the electrons with the positively charged atomic ions and with the other electrons are neglected. This is not such a bad approximation as it may appear at first: the ions provide a positively charged background that partly screens the electrons from each other; and the residual collisions are often relatively unimportant - the energetically accessible final states are often already occupied, making any collisional excitation process forbidden by the Pauli exclusion principle. The first step in deriving the heat capacity is to determine the density of states. We will first do this in momentum space, and then transform the result into an expression describing the density of states per unit energy. The 3-dimensional Schrodinger equation for the translational motion of the electrons has the solutions n1n2n3       (r) = A sinn1 x sinn2 y sinn3 z L L L    1 2 with k = , , n n n3  L L L 2 2 1 2 3 2 2 2 and k = L2 (n + n + n ). The allowed values of k therefore form a cubic point lattice in k-space, with spacing /L and volume per point (/L)3 . Finding the number of normal modes of the standing wave wavefunctions with k between k and k+dk is equivalent to finding the number of lattice points between two spherical shells of radii k and k+dk in the positive octant of k-space. The number of k-vectors of magnitude  k is k n = Volume of region = (1/8) (4/3)k3 = Vk3 Volume per point (/L)3 62 where V = L3 . The number f(k) within an interval dk is found by differentiating this expression, giving
  • 8. f(k) dk = dnk dk = Vk2 dk dk 22 Since k = 2p/h (and therefore dk = (2/h)dp), the density of states in momentum space is f(p) dp = 8Vp2 dp h3 where an extra factor of two has been added to account for the two possible spin states of the electrons. This expression may be converted to an energy density of states by substituting  = p2 /2m (and so d = (p/m)dp), to give h3f() d = 4V (2m)3/2 1/2 d To determine the number of electrons with energies between  and +d, we need to multiply the above expression, which gives the density of states at energy , with the probability n() of finding an electron in a given state with energy . Electrons are Fermions, and obey Fermi-Dirac statistics, so n() is given by the Fermi-Dirac distribution (Note: the Fermi-Dirac distribution is an analogue of the Boltzmann distribution for systems in which spin must be taken into account) n() = 1 exp[(-)] + 1 where  is the chemical potential and =1/kT The number of electrons with energy between  and +d is then exp[(-)]+1 h3dN() = n()f()d = 1 4V (2m)3/2 1/2 d Integrating from zero to infinity gives the total number of electrons in the gas. The Fermi energy F is the value of  when T=0 i.e. F = (0), and may also be written F = kTF, where TF is the Fermi temperature. Now we will look at the energy level occupations n(e) and the overall energy distribution N() as the temperature is increased from zero. At T=0, the Fermi-Dirac distribution becomes n() = 1 exp[(-F)] + 1 n() /F 0 0 and since =∞ at T=0, this is equal to 0 if  > F and 1 if  < F. The two distributions n() and N() are shown below. 1 1 /F 0 1 dN() dt
  • 9. n() /F 0 0 At higher temperatures, the two distributions change slightly from their behaviour at T=0, due to electrons lying below the Fermi level being excited to states lying above the Fermi level. This is shown below. 1 1 /F 0 1 dN() dt Now we will consider the consequences of these distributions for the heat capacity. Classical mechanics would predict a contribution ½ kT per electron to the heat capacity, in addition to the heat capacity arising from the lattice vibrations. This is a much larger contribution than is observed experimentally. The answer lies in the Fermionic nature of the electrons. In the classical model, a change in temperature T would lead to an energy increase of around kT per electron. However, we have seen that apart from electrons with energies very close to the Fermi energy F, the states to which the electrons would be promoted by an energy increase of this magnitude are already occupied. Hence, only a very small fraction of electrons, those lying within ~kT of the Fermi level, are able to absorb the energy and contribute to the heat capacity. The heat capacity per electron turns out to be V 2 C = k  T 2 TF At room temperature this is a very small contribution to the overall heat capacity (on the order of a few percent). However, at very low temperatures the electronic heat capacity dominates, since it is linear in temperature while the lattice heat capacity is proportional to T3 .