Physics 831: Statistical Mechanics
Russell Bloomer1 University of Virginia
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1email: [email protected] Contents
1 Problem Set 1 1 1.1 Kittel 8.1: Heat pump ...... 1 1.2 Kittel 8.6: Room air conditioner ...... 1 1.3 Kittel 8.9: Cooling of nonmetallic solid to T = 0 ...... 2 1.4 Sterling Heat Engine ...... 2 1.5 Unavailability for work ...... 3 1.6 Gibbs Free Energy ...... 3
2 Problem Set 2 5 2.1 Spin model ...... 5 2.2 Paramagnetism of a system of N localized spin-1/2 particles ...... 6 2.3 Kittel 2.3: Quantum harmonic oscillator ...... 7 2.4 Review Thermal mechanics ...... 7 2.5 Review Thermal mechanics ...... 8
3 Problem Set 3 9 3.1 Kittel 3.2: Magnetic susceptibility ...... 9 3.2 Kittel 3.3: Free energy of a harmonic oscillator ...... 10 3.3 Kittel 3.4: Energy fluctuations ...... 10 3.4 Kittel 3.10: Elasticity of polymers ...... 11 3.5 Ising spin chain ...... 12
4 Problem Set 4 13 4.1 Application of equal partition theorem ...... 13 4.2 Thermal Equilibrium of the Sun and Earth ...... 14 4.3 Kittel 4.3: Average temperature of the interior of the Sun ...... 14 4.4 Kittel 4.6: Pressure of thermal radiation ...... 15 4.5 Kittel 4.7: Free energy of a photon gas ...... 15 4.6 Kittel 4.18: Isentropic expansion of photon gas ...... 16
5 Problem Set 5 17 5.1 5.1: Kittel 4.14: Heat capacity of liquid 4He at low temperature ...... 17 5.2 5.2: Kittel 4.15: Angular distribution of radiant energy flux ...... 17 5.3 5.3: Qualifying exam file problem ...... 17 5.4 5.4: Helmholtz free energy for the Debye model ...... 17 5.5 5.5: Kittel 5.3: Potential energy of gas in gravitational field ...... 17
i 6 Problem Set 6 19 6.1 6.1: Kittel 5.4: Active transport ...... 19 6.2 6.2: Kittel 5.7: States of positive and negative ionization ...... 19 6.3 6.3: Kittel 5.10: Concentration fluctuation ...... 20 6.4 6.4: Kittel 6.3: Distribution function for double occupancy statistics ...... 20 6.5 6.5: Kittel 6.7: Relation of pressure and energy density ...... 21 6.6 6.6: Kittel 6.9: Gas of atoms with internal degree of freedom ...... 21
7 Problem Set 7 23 7.1 7.1: Pressure in types of gases ...... 23 7.2 7.2: Kittel 5.13: Isentropic expansion ...... 23 7.3 7.3: Kittel 6.8: Time for a large fluctuation ...... 23 7.4 7.4: Kittel 6.10: Isentropic relations of ideal gas ...... 23 7.5 7.5: Kittel 6.12: Ideal gas in two dimensions ...... 23 7.6 7.6: Kittel 7.4: Chemical potential versus temperature ...... 23 7.7 7.7: The absorbtion of gas onto a surface ...... 23
8 Problem Set 8 25 8.1 8.1: Mixing of two distinct atoms ...... 25 8.2 8.2: Kittel 7.3: Pressure and entropy of degenerate Fermi gas ...... 25 8.3 8.3: Kittel 7.6: Mass-radius relationship for white dwarfs ...... 26 8.4 8.4: Kittel 7.10: Relativistic white dwarfs stars ...... 27 8.5 8.5: Electrons in the air off a conductor ...... 27
9 Special Problem Set (9) 29 9.1 Problem 1: Properties of “Photon Gas” ...... 29 9.2 Problem 2: Engine Cycle ...... 29 9.3 Problem 3: Vibrational Modes of a Molecule ...... 30 9.4 Problem 4: Relativistic Massless Bosons ...... 31 9.5 Problem 5: Kittel & Kroemer 7.9 and more ...... 32
10 Problem Set 10 33 10.1 10.1: Collisions with a wall for a Fermi Gas ...... 33 10.2 10.2: Free energy and pressure of a Boson gas ...... 33 10.3 10.3: Discontinuity in the slope of the heat capacity of a Bose gas ...... 34 10.4 10.4: Maximum work extracted from an ideal gas ...... 34
11 Problem Set 11 37 11.1 11.1:A review problem ...... 37 11.2 11.2: Dissociation of water ...... 37 11.3 11.3: Practice with the Jacobian ...... 38 11.4 11.4: More practice ...... 39 11.5 11.5: van der Waals Gas ...... 39
12 Problem Set 12 41 12.1 12.1: Maxwell Relations ...... 41 12.2 12.2: Equilibrium conditions ...... 41 12.3 12.3: Fluctuation in number of a Fermi gas ...... 42 12.4 12.4: Fluctuation in volume, pressure, entropy and temperature ...... 42 12.5 12.5: Kittel 10.5: Gas-solid equilibrium ...... 42
ii 13 Problem Set 13 45 13.1 13.1: Superconduction and Heat Capacity ...... 45 13.2 13.2: Kittel 10.8: First order crystal transformation ...... 45 13.3 13.3: Kittel 11.2: Mixing energy in 3He −4 He and P b − Sn mixtures ...... 46 13.4 13.4: Kittel 11.4: Solidification range of a binary alloy ...... 46 13.5 13.5: Kittel 11.5: Alloying of gold into silicon ...... 47
iii Chapter 1
Problem Set 1
1.1 Kittel 8.1: Heat pump
(a) Show that for a reversible heat pump the energy required per unit of heat delivered inside the building is given by the Carnot efficiency
W τh − τl = ηC = (1.1) Qh τh What happens if the heat pump is not reversible?
Ql Qh For a reversible system: σh = σl. From the definition of entropy σl = ; σh = . Then τl τh
W Qh − Ql σhτh − σlτl ⇒ τh − τl = = σh = σl = ηC X Qh Qh σhτh τh
(b) Assume that the electricity consumed by a reversible heat pump must itself be generated by a Carnot engine operating between the temperatures τhh and τl. What is the ratio Qhh/Qh, of the beat consumed at τhh, to the heat delivered at τh? Give numerical values for Thh = 600 K; Th = 300 K; Tl = 270 K. For a Carnot engine
W τhh − τl τhh − τl = ⇒ W = Qhh Qhh τhh τhh The ratio is then
τ Q τ W/(τ − τ ) Q (τ − τ )/τ Q 1 − l hh = hh hh l ⇒ hh = h l h ⇒ hh = τh τl Qh τhW/(τh − τl) Qh (τhh − τl)/τhh Qh 1 − τhh
For τhh = 600 K, τh = 300 K and τl = 270 K,
270 1 − 300 270 = .18 X 1 − 600 (c) Draw an energy-entropy flow diagram for the combination heat engine-heat pump, similar to Figures 8.1, 8.2 and 8.4, but involving no external work at all, only energy and entropy flows at three temperatures.
1.2 Kittel 8.6: Room air conditioner
A room air conditioner operates as a Carnot cycle refrigerator between an outside temperature Th and a room at a lower temperature Tl. The room gains heat from the outdoors at a rate A(Th − Tl); this heat is removed by the air conditioner. The power supplied to the cooling unit is P . (a) Show that the steady state temperature of the room is
1 2 21/2 Tl = (Th + P/2A) − (Th + P/2A) − Th (1.2)
dQl The rate is dt = A(Th − Tl), so the power is
dW 1 dQ (T − T )2 P = = = A h l dt γ dt Tl
Solving for Tl
P q T 2 − (2T − P/A) T + T 2 = 0 ⇒ T = T + − (T + P/2A)2 − T 2 l h l h l h 2A h h X
(b) If the outdoors is at 37oC and the room is maintained at 17oC by a cooling power 2 kW, find the heat loss coefficient A of the room in WK−1.
s 1000 1000 2 40000 (1000)2 620000 (1000)2 290 = 310 + − 310 + − 3102 ⇒ 400 − + = 3102 + + − 3102 ⇒ A = 1450 W/K A A A A2 A A2 X 1.3 Kittel 8.9: Cooling of nonmetallic solid to T = 0
Wa saw in Chapter 4 that the heat capacity of nonmetallic solids at sufficiently low temperatures is proportional to T 3, as C = aT 3. Assume it were possible to cool a piece of such a solid to T = 0 by means of a reversible refrigerator that uses the solid specimen as its (varying!) low-temperature reservoir, and for which the high-temperature reservoir has a fixed temperature Th equal to the initial temperature Ti of the solid. Find an expression for the electrical energy required. Th−Tl 3 Rate of change in work is dW = d(Qh − Ql) = γdQl = dQl. We are given C = aT Tl
3 dQl = −dTl ⇒ dQl = −aTl dTl
Therefore the work is
a 3 dW = − (Th − Tl) Tl dTl Tl
For cooling Th → 0
Z Z 0 2 3 a 0 a 4 0 a 4 W = −a ThTl − Tl dTl ⇒ W = − ThT + T ⇒ W = Th X 3 Th 4 Th 12 Th 1.4 Sterling Heat Engine
The operation of a certain type of engine involves applying two isothermal steps and two isovolumetric steps per cycle to one mole of diatomic gas. The largest and smallest volumes shown are VL and VS , respectively. You do not need to consider the vibrational degree of freedom of the molecules.
(a) Find the efficiency of the engine in terms of Th, Tc, VL and VS . From 1 → 2 the process is isothermal so pV = constant, so the work is
Z Z VL cdV VL VL Q12 = pdV ⇒ Q12 = = c ln V ⇒ Q12 = nRTh ln V VS V VS S 5 VL The heat along 2 → 3: Q23 = R (Tc − Th). For 3 → 4: Q34 = nRTc ln . Finally, for 4 → 1: Q41 = 2 VS 5 2 R (Th − Tc). Then VL 5 5 VL VL VL nRTh ln + R (Th − Tc) + R (Tc − Th) − nRTc ln Th ln − Tc ln W VS 2 2 VS VS VS = ⇒ η = X Qh VL 5 VL 5 nRTh ln + R (Th − TL) Th ln + (Th − Tc) VS 2 VS 2
2 (b) Prove that this engine has a lower efficiency than that of Carnot engine operating at the highest and lowest temperatures in the cycle.
V (T − T ) ln L Tc h c V 1 − η η = S = Th = C 5 ηC 5 VL 5/2 Tc 1 + (Th − Tc) + Th ln 1 + 1 − 2 ln(VL/VS ) 2 VS ln(VL/VS ) Th where ηC is the Carnot’s efficiency. Now 5 η C > 0 2 ln (VL/VS ) because ηC > 0 and VL > VS ⇒ ln (VL/VS ) > 0. ∴ η < ηC X
1.5 Unavailability for work
A certain engine works in a cycle between reservoirs at Th and Tc. Find the difference in the work dome by an otherwise ideal engine (Carnot engine) and that done by the above engine in terms of ∆SU , where ∆SU is the change in entropy in the universe due to the operation of the engine. The change in the entropy on the Th is dUh = dQh = τhdσh. The low side, dUc = dQc = τcdσc. By conservation dQh + dQc = 0. Then dσirr = dσh + dσc = dQh/τh + dQc/τc. Then 1 1 τc − τh dσirr = − dQh = dQh τh τc τhτc
The heat flow is independent of the temperature, so solving for Qh
τc − τh τhτc ∆σirr = ∆Qh ⇒ ∆Qh = ∆σirr τhτc τc − τh
τh−τc An ideal engine has W = ηC Qh where ηC = . Substituting the change in entropy to find the change in work τh
τh − τc τhτc ∆W = ∆σirr ⇒ ∆W = −τc∆σirr τh τc − τh For the universe the sign is change, so in conventional units
∆W = Tc∆SU X
The Gibbs free energy of a certain system is given by the follow formula:
aτ 5/2 G = −nτ ln (1.3) P where a is a constant. Compute (a) the entropy
∂G aτ 5/2 5 1 aτ 5/2 5 G = U + pV − τσ ⇒ = −σ ⇒ σ = N ln + Nτ ⇒ σ = N ln + N X ∂τ pV p 2 τ p 2
(b) the heat capacity at constant P , ie Cp
∂σ ∂ aτ 5/2 5 5N 5 Cp = τ = τ σ = N ln + N = τ ⇒ Cp = N X ∂τ p ∂τ p 2 2τ 2
3 (c) the equation of state relating P , V , and τ
∂G −1 V = = −Nτ ⇒ pV = Nτ ∂p p X
(d) the energy
aτ 5/2 5 aτ 5/2 3 G = U − τσ + pV ⇒ U = G + τσ − pV = Nτ ln + Nτ − Nτ − Nτ ln ⇒ U = Nτ p 2 p 2 X
(e) the chemical potential
∂G aτ 5/2 µ = ⇒ µ = −τ ln X ∂N pτ p
4 Chapter 2
Problem Set 2
2.1 Spin model
In an isolated system of a large number N of localized particles of spin 1/2, each particle has a magnetic moment of µ which can point either parallel or antiparallel to an applied magnetic field H. The energy of the system when n ↑ and n ↓ is given by U = −(n ↑ −n ↓)µH. Consider the energy range between U and U + δU where δU is very much smaller than U but may be microscopically large so that δU µH. (a) What is the total number of states Ω(U) lying in this energy range? This problem is much like the random walk problem in that there are only two options for the spins to align along and that they are equally as likely. With that, the multiplicity is a binomial distribution. Defining m ≡ n ↑ −n ↓, the energy becomes U = −mµH. From the random walk N! Ω(m) = N+m N−m 2 ! 2 ! U Solving m in terms of the energy m = − µH , the distribution becomes N! Ω(U) = U U N− µH N+ µH 2 ! 2 !
Because δU is small compared to the number of available state and that is much greater than µH, δU is the width of δU the distribution. This has to be unit of the number, so it becomes δU → 2µH . The final solution for U + δU becomes N! δU Ω(U) = U U X N− µH N+ µH 2µH 2 ! 2 !
(b) Assume that the energy U is in a region where Ω(U) is appreciable. Apply the Gaussian approximation to part (a) to obtain a simple expression for Ω(U)dU as a function of U. To find the Gaussian approximation the logarithm of Ω needs to be expanded. The expansion of a binomial is given by Equation 2.341. 1 log g =∼ log 2/πN + N log 2 − 2s2/N (2.1) 2 m U For this problem s = 2 = 2µH . This approximation becomes 1 log (Ω(U) + δU) =∼ log 2/πN + N log 2 2 U 2 δU − 2 /N + log 2µH 2µH δU goes to dU as the function becomes continuous. This should become a Gaussian once the removal of logarithm. 2 −2 U /N dU Ω(U)dU = (2/πN)1/2 2N e 2µH 2µH X 1Kittel and Kroemer pg 20
5 2.2 Paramagnetism of a system of N localized spin-1/2 particles
(a) Using expression for Ω(U) calculated in problem 2.1(a) and applying Stirling approximation, find the relation between the absolute “temperature” τ = kB T and the total energy U of this system. The temperature is defined by 1 ∂ (log(g)) = (2.2) kB T ∂U N The logarithm of 2.1(a) is
N − U ! N + U ! log Ω = log N! − log µH ! − log µH ! 2 2
Using Stirling’s approximation log N! ' N log N − N log Ω = N log N − N µHN − U µHN − U µHN − U − log − 2µH 2µH 2µH µHN + U µHN + U µHN + U + log − 2µH 2µH 2µH µHN − U µHN − U = N log N − log 2µH 2µH µHN + U µHN + U + log 2µH 2µH Now differentiating with respect to U ∂ (log(Ω)) 1 µHN − U = log ∂U N 2µH µH µHN + U − log µH This means with respect to temperature c (b) Under what circumstance is τ negative? For the temperature to be negative the logarithm has to be negative. The only time that happens, when the term inside is less than one. This occurs whenever there are more spins against the field than pointing with it. In that case, U > 0, so µHN − U < 1 → µHN − U < µHN + U µHN + U X (c) Find the magnetization as a function of H and T .
µHN − U −1 k T = 2µH log B µHN + U 2µH µHN − U e kB T = µHN + U 2µH 2µH U 1 + e kB T = µHN e kB T − 1
2µH e kB T − 1 µH U = µHN 2µH → U = µHN tanh kB T 1 + e kB T The magnetization is defined as the number of magnetic moments per unit volume. Define n = U/HV µH µH M = (U/HV ) µ tanh → nµ tanh X kB T kB T
6 2.3 Kittel 2.3: Quantum harmonic oscillator
(a) Find the entropy of a set of N oscillators of frequency ω as a function of the total quantum number n. Use multiplicity function (1.55)2 and make the Stirling approximation log N! ' N log N − N. Replace N − 1 by N. Equation 1.55 is (N + n − 1)! g(N, n) = (2.3) (N − 1)!(n)! Replacing N − 1 with N in equation 3 (N + n)! g(N, n) = (N)!(n)! The entropy is
σ = log g (2.4)
Then by Stirling approximation
σ = (N + n) log(N + n) − (N + n) − N log N + N − n log n + n N + n N + n = N log + n log N n X
(b) Let U denote the total energy n~ω of the oscillators. Express the entropy as σ(U, N). Show that the total energy at temperature τ is N ω U = ~ (2.5) e~ω/τ − 1
The energy is U = n ω → U , so the entropy becomes ~ ~ω ! ! N + U U N + U σ = N log ~ω + log ~ω N ~ω U ~ω Then the inverse temperature is
1 ∂ (σ) 1 = = log (N~ω/U + 1) τ ∂U N ~ω ω ~ = log (N ω/U + 1) τ ~ ω/τ N~ω N~ω e~ − 1 = → U = X U e~ω/τ − 1 2.4 Review Thermal mechanics
Focus on the two stages in the engine cycle of problem 1.4: The isothermal expansion stage followed by the isovolu- metric stage. The working substance in the engine consist of N helium atoms. What is the change in the multiplicity of the gas as it traverses the two stages, with the volume increasing from VS (@τh to VL(@τc)? The entropy for an ideal gas (which helium closely approximates) is given by Equation 3.76, which is
5 σ = N log (n /n) + (2.6) Q 2
2 3/2 where n ≡ N/V and n ≡ (mτ/2π~ ) . So the multiplicity is
n N V N mτ 3N/2 g = eσ = e5N/2 Q = e5N/2 n N 2π~2 2Kittel and Kroemer pg. 25
7 The multiplicity at VS (@τh
N 3N/2 5N/2 VS mτh g1 = e N 2π~2
The multiplicity at VL(@τc
N 3N/2 5N/2 VL mτc g2 = e N 2π~2 So the difference is then
N 3N/2 5N/2 VS mτh g1 − g2 = e N 2π~2 V N mτ 3N/2 − e5N/2 L c N 2π~2 5N/2 3N/2 e m N 3N/2 N 3N/2 = VS τh − VL τc X N N 2π~2 2.5 Review Thermal mechanics
Suppose a body at temperature τ and pressure P is immersed in a medium that is at the temperature τo and pressure Po, where τ and pressure P are not necessary equal to τo and pressure Po. The body and medium form a closed system. Now an external source does work to change the state of the body. The source of work is assumed to be isolated from both the body and the system.
(a) Prove that the minimum work Wmin needed to change the state of the body is given by:
Wmin = ∆ (U + PoV + τoσ) (2.7)
The medium can be assume to be large enough that τo and Po are constants and then Uo is also constant. The heat transfer is then
dQo = −τo − dσoσodτo = dU + dUo + Wmin + PodVo
Because τo is constant and Uo is constant dτo = dUo = 0. Because the change in the volume of the medium must equal to change in the volume in the body due to the constant pressure and temperature of the medium, dVo = dV . So the heat transfer is
−τodσo = dU + Wmin + PodV
According to the second law dσall ≥ 0. The change in all entropy is dσall = dσ + dσo. Therefore dσ ≥ −dσo. When it is at its minimum the two must be equal. With this final substitution
τodσ = dU + PodV + Wmin → Wmin = dU + PodV − τodσ Now to pull the change out front on the right
Wmin = ∆(U + PoV − τoσ) X (2.8) (b) Now consider the two special cases
(i) P = Po and τ = τo. What is Wmin equal to in this case.
In this case, ∆U = τo∆σ − Po∆V + σ∆τ − V ∆P Making the substitution in equation 8
Wmin = τo∆σ − Po∆V + σ∆τ − V ∆P + Po∆V − τo∆σ) = σ∆τ − V ∆P = −∆GX (2.9)
(ii) P = Po and the process is carried out adiabatically. What is Wmin equal to in this case.
In this case there is no change in the entropy and temperature, ∆U = −Po∆V −V ∆P Making the substitution in equation 8
Wmin = −Po∆V − V ∆P + Po∆V − τo∆σ = τo∆σ − V ∆P = −∆H X (2.10)
8 Chapter 3
Problem Set 3
3.1 Kittel 3.2: Magnetic susceptibility
(a) Use the partition function to find an exact expression for the magnetization M and the susceptibility χ = dM/dB as a function of temperature and magnetic field for the model system of magnetic moments in a magnetic field. The result of the magnetization is M = nm tanh(mB/τ), as derived in (46) by another method. Here n is the particle concentration.
In this problem there are two different energies, with and against the field. For one particle the partition function is
mB Z = emB/τ + e−mB/τ = 2 cosh 1 τ
For N particles the partition function becomes
mB Z = (Z )N = 2N coshN = 2N coshN (mBβ) 1 τ where β = 1/τ. The energy is then
1 ∂Z 1 ∂ 1 U = ⇒ U = 2N coshN (mBβ) = 2N coshN−1 (mBβ) sinh (mBβ) mB Z ∂β 2N coshN (mBβ) ∂β 2N coshN (mBβ) mB U = mB tanh (mBβ) ⇒ M = nm tanh τ
Now for χ
dM d mB nm2 mB χ = = nm tanh ⇒ χ = sech2 dB dB τ τ τ X
(b) Find the free energy and express the result as a function only of τ and parameter x ≡ M/nm. The free energy is
2 sinh (mB/τ) F = −τ log Z = −τ log (2 cosh (mB/τ)) = −τ log = τ log x − τ log (2 sinh (mB/τ)) x
(c) Show that the susceptibility is χ = nm2/τ in the limit mB τ
In this case, mB/τ → 0 ∴
nm2 mB nm2 nm2 χ = sech2 → sech20 ⇒ χ = τ τ τ τ X
9 3.2 Kittel 3.3: Free energy of a harmonic oscillator
A one-dimensional harmonic oscillator has an infinite series of equally spaced energy states, with s = s~ω, where s is a positive integer or zero, and omega is the classical frequency of the oscillator. We have chosen the zero energy at the state s = 0. (a) Show that for a harmonic oscillator the free energy is h i F = τ log 1 − e−~ω/τ (3.1)
The partition function is
∞ X −s ω/τ − ω/τ −2 ω/τ Z = e ~ = 1 + e ~ + e ~ + ... s=0
This is a binomial expansion, as long as e−~ω/τ 1. Then
1 −1 Z = = 1 − e−~ω/τ 1 − e−~ω/τ From Eq. 3.55
−1 F = −τ log Z = −τ log 1 − e−~ω/τ ⇒ F = τ log 1 − e−~ω/τ
− ω/τ In the case, τ ~ω: e ~ ≈ 1 − ~ω/τ. Then
− ω/τ F = τ log 1 − e ~ ≈ τ log (1 − 1 + ~ω/τ) ⇒ F = τ log (~ω/τ) X
(b) From (87) show that the entropy is
ω/τ h i σ = ~ − log 1 − e−~ω/τ (3.2) e~ω/τ − 1
From Eq. 3.49
−~ω/τ ∂F ∂ h − ω/τ i τ~ωe − ω/τ ~ω/τ − ω/τ σ = − = − τ log 1 − e ~ = − log 1 − e ~ ⇒ σ = − log 1 − e ~ X ∂τ ∂τ τ 2 (1 − e−~ω/τ ) e~ω/τ − 1
3.3 Kittel 3.4: Energy fluctuations
Consider a system of fixed volume in thermal contact with a reservoir. Show that the mean square fluctuation in the energy of the system is
∂U h(ε − hεi)2i = τ 2 (3.3) ∂τ V Here U is the conventional symbol for hεi.
" #2 ∂U 1 X 2 −ε /τ 1 X −ε /τ = ε e s − ε e s ∂τ Zτ 2 s Z2τ 2 s V s s " #2 2 ∂U 1 X 2 −varepsilon /τ 1 X −ε /τ τ = ε e s − ε e s ∂τ Z s Z2 s V s s 2 ∂U 2 2 τ = hε i − hεi X ∂τ V
10 3.4 Kittel 3.10: Elasticity of polymers
The thermodynamic identity for a one-dimensional system is
τdσ = dU − fdl (3.4) when f is the external force exerted on the line and dl is the extension of the line. By analogy with (32) we form the derivative to find
f ∂σ − = (3.5) τ ∂l U
The direction of the force is opposite to the conventional direction of the pressure. We consider a polymeric chain of N links each of length ρ, with each link equally likely to be directed to the right and to the left.
(a) Show that the number of arrangements that give a head-to-tail length of l = 2|s|ρ is
2N! g(N, −s) + g(N, s) = 1 1 (3.6) 2 N + s ! 2 N − s !
The length is given by l = 2|s|ρ → |s| = l/2ρ. |s| is the “steps” of the “random walk.” So
N! N! g(N, s) = N+2s N−2s and g(N, −s) = N−2s N+2s 2 ! 2 ! 2 ! 2 !
The total is the “steps” to the “left and right”
2N! g(N, −s) + g(N, s) = N+2s N−2s X 2 ! 2 !
(b) For |s| N show that
σ(l) = log [2g(N, 0)] − l2/2Nρ2 (3.7)
Using the Gaussian approximation
2N! −2s2/N gtotal = N+2s N−2s ≈ 2g(N, 0)e 2 ! 2 !
The entropy is σ = log g = log (2g(N, 0)) − 2s2/N, because |s|2 = l2/4ρ2. Then
2 2 σ = log (2g(N, 0)) − l /2Nρ X
(c) Show that the force at extension l is
f = lτ/Nρ2 (3.8)
From Eq. 3.96
∂σ ∂ 2 2 τl f = −τ = −τ log (2g(N, 0)) − l /2Nρ ⇒ f = 2 X ∂l V ∂l Nρ
11 3.5 Ising spin chain
Based on the prescription of one-dimensional N spin system with only nearest-neighbor interactions J and -J for two parallel spins and two antiparallel spins, respectively, you are asked to (a) compute the partition function Z of the spin chain The partition function
X − /τ X −E/τ Z = e s = Ω(E)e s E
If there are N particles then there are N −1 pairs. The energy is E = JNp −JNa = J(Np −Na), where Na = N −1−Np ∴ E = J(2Np − (N − 1)). The multiplicity is (N − 1)! (N − 1)! Ω = ⇒ Np!(N − 1 − Np)! (N − 1 − 1/2(E/J + N − 1))!(1/2(N − 1 + E/J))! The partition function becomes
J(N−1) X (N − 1)! −E/τ Z = e (N − 1 − 1/2(E/J + N − 1))!(1/2(N − 1 + E/J))! X E=−J(N−1)
(b) determine the entropy of the system at very high and very low temperatures. The partition function for 1 pair of particles is
−Jβ Jβ Z1 = e + e where β = 1/τ. So for N − 1 pairs
N−1 Z = e−Jβ + eJβ
The entropy is given by β ∂Z σ = ln Z − Z ∂β When at high τ, β → 0, so
0 ∂Z N−1 σ = ln Z − = ln e−Jβ + eJβ ⇒ σ ≈ (N − 1) ln 2 Z ∂β For low τ, let’s consider a shift in energy from -J to J → 0 to 2J. Then
N−1 N−1 Z = e−Jβ + eJβ → Z = 1 + e−2Jβ
At low τ, β → ∞, so
N−1 ln Z = ln 1 + e−2Jβ ⇒ ln Z = ln (1 + 0)N−1 ⇒ ln Z = ln 1 = 0
So
σ = −τ ln Z ⇒ σ = 0 X
12 Chapter 4
Problem Set 4
4.1 Application of equal partition theorem
Each particle in a system of N particles has a mass m and is free to preform one-dimensional oscillations about its equilibrium position. Assume the temperature is sufficiently high so that classical statistical mechanics is relevant. Calculate the heat capacity of this system of particles in each case of the following restoring forces: (a) The force is proportional to the square of the particle’s displacement x from its equilibrium position. 2 3 0 3 The force is F ∝ xi , so the energy from this force is Ui = hxi . The total energy is E = (xi) + E , where (xi) = hxi . The average energy is
R ∞ −βE e idx1dx2 . . . dxf dp1dp2 . . . dpf = −∞ i R ∞ −βE −∞ e dx1dx2 . . . dxf dp1dp2 . . . dpf
R ∞ −βi e idxi = −∞ R ∞ −β −∞ e i dxi Z ∞ ∂ −βi i = − log e dxi (4.1) ∂β −∞
3 Now i = hxi , then
∞ ∂ Z 3 −βhxi i = − log e dxi ∂β −∞
1/3 Let y = β xi, then
∞ ∞ ∞ ∂ Z 3 ∂ Z 3 ∂ Z 3 −βhxi −1/3 −hy −1/3 −hy i = − log e dxi ⇒ i = − log β e dy = − log β + log e dy ∂β −∞ ∂β −∞ ∂β −∞ Because this derivative is with respect to β only
1 1 = ⇒ = τ i 3β i 3
The total energy is then
1 1 5 E = N((p ) + (x )) ⇒ E = N τ + τ ⇒ E = Nτ i i 2 3 6 So the heat capacity is then
∂E 5 C = ⇒ C = N V ∂τ V 6 X
(b) The force is proportional to |x|3
13 3 4 4 The force is F ∝ x , so the potential energy is U = hxi , then (xi) = hxi . From equation 4.1 ∞ ∂ Z 4 −βhxi i = − log e dxi ∂β −∞ 1/4 Now, letting y = β xi, then Z ∞ Z ∞ ∂ −1/4 −hy4 ∂ −1/4 −hy4 1 1 i = − log β e dy = − log β + log e dy ⇒ i = = τ ∂β −∞ ∂β −∞ 4β 4 For the total energy of the system 1 1 3 E = N((p ) + (x )) ⇒ E = N τ + τ ⇒ E = Nτ i i 2 4 4 So the heat capacity is ∂E 3 C = ⇒ C = N V ∂τ V 4 X 4.2 Thermal Equilibrium of the Sun and Earth
8 6 The surface temperature of the sun is To; its radius is R (= 7×10 m) while the radius of the earth is r (= 6.37×10 m). The mean distance between the sun and the earth is L (= 1.5 × 1011m). Assume the earth has reached a steady state of absorbing and emitting radiation so that its temperature does not change with time. (a) Find an approximate expression for the temperature T of the earth in terms of the parameters given. The power of the Sun at its surface is 4 P = AJσTJ 4 where AJ is the surface area of the Sun. The power is constant, so the power at L is P = ALσTL. More important is the percent that the Earth receives, which is
AeAJ 4 P = σTJ AL Now at equilibrium this must equal the amount emitted by the Earth
2 2 1/2 4 AeAJ 4 2 4 πRe4πRJ 4 RJ J J J AseσTe = σT ⇒ 4πReσTe = 2 σT ⇒ T = T X AL 4πL 2L
(b) Calculate the temperature of the sun given T ≈ 290K. The temperature of the Sun is 1/2 r 2L 2(1.5 × 1011) TJ = T ⇒ 290 ⇒ TJ = 6000 K X RJ 7 × 108 4.3 Kittel 4.3: Average temperature of the interior of the Sun
(a) Estimate by a dimensional argument or otherwise the order of magnitude of the gravitational self-energy of the 33 10 −8 2 −2 Sun, MJ = 2 × 10 g and RJ = 7 × 10 cm. The gravitational constant G is 6.6 × 10 dyne cm g .
cm2 2 The self energy is negative. In cgs units energy is ergs=dyne·cm. The constant has units of dyne g2 . To remove g , there needs to be MJ squared. For the distance, only the first power of RJ is needed. So the self-energy is
2 GMJ 48 U = − = −3.77 × 10 ergs X RJ (b) Assume that the total thermal kinetic energy of the atoms in the Sun is equal to -1/2 the gravitational self-energy. Estimate the average temperature of the Sun, assuming that there are 1 × 1057 particles.
2 3 U GMJ 6 K = −U/2 ⇒ NkB T = −U/2 ⇒ T = − ⇒ T = = 9.1 × 10 K X 2 3NkB 3NkB RJ
14 4.4 Kittel 4.6: Pressure of thermal radiation
Show for a photon gas that: (a) ∂U X dωj p = − = − s (4.2) ∂V j ~ dV σ j P From Eq. 4.39, U = hsj i~ωj . Then j
!! ∂ X X ∂sj X ∂(~ωj ) p = − sj ~ωj = − ~ωj − sj ∂V ∂V σ ∂V σ j σ j j
∂sj Because sj is the thermal average, it will not change if there is no change in entropy, so ∂V = 0. Then
X ∂ωj p = − s j ~ ∂V X j
(b) dω ω j = − j (4.3) dV 3V