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.
Back to the Chemistry mapBy 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.
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.
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.
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.
Cᵥ,ₘ / R
Temperature ratio T / θ
- Two-level unit
- Harmonic oscillator
- — Two-level Cᵥ,ₘ/R
Underlying data
| Temperature ratio T / θ | Cᵥ,ₘ / R |
|---|---|
| 0.1 | 0.004539580773595166 · Two-level unit |
| 0.5 | 0.419974341614026 · Two-level unit |
| 1 | 0.19661193324148188 · Two-level unit |
| 3 | 0.027020240111641197 · Two-level unit |
| 0.1 | 0.00454040523504754 · Harmonic oscillator |
| 0.5 | 0.7240616609663105 · Harmonic oscillator |
| 1 | 0.9206735942077924 · Harmonic oscillator |
| 3 | 0.990791955139612 · 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.
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.
- The ratio θ/T is 1, so the excited weight is exp(−1) ≈ 0.367879.
- q = 1 + exp(−1) ≈ 1.367879.
- p₁ = exp(−1)/q ≈ 0.268941; the ground probability is approximately 0.731059.
- 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?
- Each weight acquires the common factor exp(−βδ).
- The partition sum acquires the same factor, so dividing by it cancels that factor from every pⱼ.
- The average energy gains δ, and A = −k_B T ln Q gains δ.
- 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
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.
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.
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.
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.