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Chemistry · Lesson

Statistical explanations of thermodynamic properties

Derive energies, entropy and response from a stated probability model. Compare a bounded two-level unit with a harmonic mode before applying a classical heat-capacity limit.

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By the end, you can

  • Calculate normalized populations and molar properties of an independent two-level model.
  • Relate canonical energy fluctuations to heat capacity on a consistent basis.
  • Explain why quantum gaps, state counting and the energy reference affect different properties.
01

Thermodynamic properties follow the specified distribution

For a canonical system with temperature-independent state energies, U = Σⱼ pⱼEⱼ = −(∂ln Q/∂β)V,N. Helmholtz energy is A = −k_B T ln Q, and entropy is S = −k_B Σⱼ pⱼ ln pⱼ = k_B ln Q + U/T. These expressions use the same whole-system states and energy basis. A visual impression of disorder is not the definition used in this calculation.

For independent identical localized units, Q = qᴺ allows total properties to scale with N. A mole of such units uses R = N_A k_B for the molar formulas. The independence and fixed spectrum are assumptions; interactions, temperature-dependent effective levels or changing phase can require a different model.

02

A fixed gap gives a simple population calculation

Take a nondegenerate ground level 0 and excited level ε = k_B θ, where θ is the energy gap expressed as a temperature in kelvin. The single-unit sum is q = 1 + exp(−θ/T). The excited probability is p₁ = exp(−θ/T)/q. For one mole of independent units, Uₘ = Rθp₁ and Aₘ = −RT ln q.

The molar entropy is Sₘ = R[ln q + (θ/T)p₁], and Cᵥ,ₘ = R(θ/T)²p₁(1 − p₁). At θ = T = 300 K, p₁ ≈ 0.26894, Uₘ ≈ 671 J mol⁻¹, Sₘ ≈ 4.84 J mol⁻¹ K⁻¹ and Cᵥ,ₘ ≈ 1.63 J mol⁻¹ K⁻¹. The displayed model assumes a fixed gap and independent distinguishable sites.

03

The energy spectrum controls the heat-capacity limit

For the two-level model, the excited population approaches zero as T approaches zero. At very large T it approaches 1/2, so energy approaches its bounded midpoint and heat capacity tends to zero. Entropy tends to R ln 2 per mole. This finite spectrum does not have the universal heat capacity of a classical quadratic coordinate.

An independent harmonic oscillator instead has infinitely many equally spaced levels. With its ground energy subtracted, q = 1/[1 − exp(−θ/T)] and Uₘ = Rθ/[exp(θ/T) − 1]. Its heat capacity approaches R per mole of modes when T greatly exceeds θ within the mathematical harmonic model. A real vibrating molecule can become anharmonic or dissociate before an extrapolated high-temperature limit is meaningful.

A bounded spectrum and a harmonic ladder have different responses

Cᵥ,ₘ / R

Two original independent-unit models with the same fixed gap parameter θ. The dashed curve is the nondegenerate two-level heat capacity; harmonic-oscillator values are shown only as markers. Both axes are dimensionless: Cᵥ,ₘ/R equals the single-unit Cᵥ/k_B. The range starts at T/θ=0.100. These are model responses, not measured molecular heat capacities or a claim that a real molecule stays harmonic indefinitely.0.10.512300.2750.550.8251.1

Temperature ratio T / θ

  • Two-level unit
  • Harmonic oscillator
  • — Two-level Cᵥ,ₘ/R
Underlying data
Temperature ratio T / θCᵥ,ₘ / R
0.10.004539580773595166 · Two-level unit
0.50.419974341614026 · Two-level unit
10.19661193324148188 · Two-level unit
30.027020240111641197 · Two-level unit
0.10.00454040523504754 · Harmonic oscillator
0.50.7240616609663105 · Harmonic oscillator
10.9206735942077924 · Harmonic oscillator
30.990791955139612 · Harmonic oscillator

Two original independent-unit models with the same fixed gap parameter θ. The dashed curve is the nondegenerate two-level heat capacity; harmonic-oscillator values are shown only as markers. Both axes are dimensionless: Cᵥ,ₘ/R equals the single-unit Cᵥ/k_B. The range starts at T/θ=0.100. These are model responses, not measured molecular heat capacities or a claim that a real molecule stays harmonic indefinitely.

04

Fluctuations and a shifted zero test the basis

For the canonical fixed-spectrum model, Var(E) = k_B T² Cᵥ, with variance and heat capacity belonging to the same actual system. For one two-level unit, Var(E) = ε²p₁(1 − p₁). For N independent units both the total variance and total heat capacity scale by N. A per-unit variance cannot be computed by inserting a molar heat capacity without the corresponding conversion.

Adding the same temperature-independent constant to every state energy multiplies all statistical weights by the same factor. Normalized probabilities therefore stay unchanged. U and A shift by that constant on the corresponding basis, while S and Cᵥ stay unchanged. A temperature-dependent shift or a changed level spacing is a different situation.

Worked examples

Calculate population and heat capacity from one fixed gap

For one mole of independent nondegenerate two-level units, θ = 300 K and T = 300 K. Find the excited probability and molar heat capacity.

  1. The ratio θ/T is 1, so the excited weight is exp(−1) ≈ 0.367879.
  2. q = 1 + exp(−1) ≈ 1.367879.
  3. p₁ = exp(−1)/q ≈ 0.268941; the ground probability is approximately 0.731059.
  4. Cᵥ,ₘ = R(θ/T)²p₁(1 − p₁) ≈ 8.314462618 × 0.19661193 J mol⁻¹ K⁻¹.

p₁ ≈ 0.269 and Cᵥ,ₘ ≈ 1.63 J mol⁻¹ K⁻¹ in the stated fixed-gap independent-unit model.

Shift the reference without changing the populations

At fixed T, add the same constant energy δ to every state of the canonical system. Which properties change?

  1. Each weight acquires the common factor exp(−βδ).
  2. The partition sum acquires the same factor, so dividing by it cancels that factor from every pⱼ.
  3. The average energy gains δ, and A = −k_B T ln Q gains δ.
  4. The probability entropy and fixed-spectrum heat capacity stay unchanged for temperature-independent δ.

U and A shift by δ on the stated system basis. Probabilities, S and Cᵥ stay unchanged.

Try it yourself

  1. At θ/T = ln 3 for a nondegenerate two-level unit, what is the excited probability?

    Show the answer and reasoning

    1/4.

    The weights are 1 and 1/3; divide the latter by their sum 4/3.

  2. What happens to the two-level model’s heat capacity as T/θ becomes arbitrarily large?

    Show the answer and reasoning

    It tends to zero.

    The finite spectrum’s energy approaches a bounded average.

  3. What is the harmonic model’s mathematical high-temperature Cᵥ,ₘ for one mole of complete modes?

    Show the answer and reasoning

    R.

    A complete classical harmonic coordinate has both kinetic and potential quadratic contributions.

  4. Does a common constant energy shift change the normalized populations?

    Show the answer and reasoning

    No.

    The common weight factor cancels in normalization.

What to carry forward

  • Derive properties from one consistent state distribution.
  • Separate per-unit, molar and whole-system quantities.
  • Heat-capacity limits depend on the model spectrum.
  • A common constant energy zero affects U and A but not populations or Cᵥ.

References

Teaching resources and reference material supporting this lesson’s explanations and examples.

  1. Massachusetts Institute of Technology2 sources
    1. 5.62 Lecture 3: Canonical Partition FunctionRobert Field; Robert Guy Griffin (course instructors)Source · PDFocw.mit.eduRead source
    2. 5.62 Lecture 14: Low and High-T Limits for qrot and qvibRobert Field; Robert Guy Griffin (course instructors)Source · PDFocw.mit.eduRead source
  2. University of Cambridge2 sources
    1. Statistical Physics: §§1.2–1.4David TongSourcedavidtong.orgRead source
    2. Statistical Physics: §§2.1–2.3David TongSourcedavidtong.orgRead source
  3. 2022 CODATA Recommended Values: ASCII tableCODATA Task Group on Fundamental Constants; NIST reference databaseSourcephysics.nist.govRead source