Maxwell relations and measurable responses
Derive cross-response identities from a smooth potential and translate entropy derivatives into expansion, compression, and heat-capacity measurements.
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The question for today
What you’ll understand
- Derive Maxwell relations by equating mixed partial derivatives.
- Define expansion and compressibility with their held-fixed variables.
- Use measured responses to calculate entropy and heat-capacity differences.
Entropy is difficult to measure directly, while volume changes under temperature or pressure probes are accessible. Maxwell relations connect these responses because they come from derivatives of the same thermodynamic potential. Their power is not a special ideal-gas assumption; it is the consistency of a smooth equilibrium state function. We will derive the signs from the natural differential, identify every held-fixed variable, and then use expansion and compression data to compute a heat-capacity difference that applies beyond ideal gases.
Mixed derivatives carry physical information
At fixed amount, . Differentiate its temperature derivative with respect to volume and its volume derivative with respect to temperature. Equality of mixed partial derivatives gives . Both minus signs cancel. This relates an entropy response to a pressure response, even though neither resembles the other at first sight. The derivation assumes a twice differentiable single-phase equilibrium potential on the region being considered.
Repeating the argument with gives a different sign: . Writing the potential and its first derivatives is more reliable than memorizing a sign pattern. At a first-order phase boundary, derivatives can jump and a single smooth branch need not extend through coexistence. Use the identities within each smooth phase or treat the transition with the separate coexistence conditions introduced in the next lesson.
Define the response before using its symbol
Define thermal expansion and isothermal compressibility , always at fixed amount. Their units are inverse kelvin and inverse pascal. A stable ordinary fluid has positive compressibility: increasing external pressure reduces volume. Expansion can be negative in some materials, so its sign must be measured rather than assumed. The volume differential becomes .
The Gibbs Maxwell relation and similarly give . These coordinate differentials separate two possible ways to change the state. An isothermal compression can reduce system entropy even if no temperature change occurs. Whether the actual compression is reversible then determines heat transfer and production; the state entropy differential alone does not characterize the whole process or its surroundings.
Derive the general capacity difference
To obtain the final identity, compare the temperature derivative of entropy at fixed pressure with that at fixed volume. The chain rule adds to the fixed-volume derivative. Multiply by T to convert entropy slopes to capacities. Maxwell’s relation replaces the first factor by , and the volume differential at fixed V gives that pressure slope as . The result follows without specifying a gas equation of state.
For an ideal gas, expansion is and compressibility is , so the expression reduces to , recovering the earlier capacity difference. In a stable phase with positive compressibility and temperature, the squared expansion coefficient makes nonnegative even when expansion is negative. Near singular responses or phase transitions, assumptions about smooth finite derivatives need reexamination. The identities provide consistency checks between independent measurements, not a guarantee that every fitted response curve describes a stable equilibrium material.
Work it through
Infer capacities from response measurements
At one smooth equilibrium state, a sample has , , , , and . Find and the first-order entropy change for an isothermal pressure increase of 1000 Pa.
The capacity difference is . The square makes this difference positive.
Add the measured fixed-volume capacity to obtain . This sample is not assumed to be an ideal gas.
At fixed temperature, . The pressure increment is small, so treating responses as locally constant is a first-order estimate.
The inferred constant-pressure capacity is 30 J/K, and the small isothermal compression lowers system entropy by about 0.020 J/K. The surroundings still need to be included to evaluate production.
The living notebook
Explore the model
Interactive lab · matrix
A coupled linear response has two inputs
Use the matrix as a limited coordinate-coupling analogy. Reset, set Diagonal scale a = 1 and Shear b = 0, and predict no shear. For a fresh run Reset, set a = 1 and b = 1, and predict coupling of the second coordinate into the first with unchanged determinant. Use Play or Step to inspect the geometry: it interpolates from identity, while determinant readouts always describe the selected final matrix.
- Area scale · det A
- 1.4
- Singular values · σmax, σmin
- 1.597, 0.876
- Condition number · κ₂(A)
- 1.823
The selected matrix is A = [[a,b],[0,1]]. Playback interpolates geometry between the identity and A; readouts always describe A. Its determinant is a and its singular values come from AᵀA. Positive a makes every supported matrix invertible. This two-dimensional family is not a general eigensolver or a learned network. Parameter changes pause playback and recompute the model at the current elapsed time. Reset restores both parameters and returns time to zero. Playback starts paused. Adjust either parameter, then choose Play or Step.
Look forThe lab displays a positive triangular matrix, not a thermodynamic Hessian. It cannot verify Maxwell symmetry, measure capacities, or test the stability of a material response matrix.
Pause & reason
Check your understanding
Your turn
Try it yourself
For a fixed ideal gas with , use the Helmholtz Maxwell relation to find entropy change in an isothermal volume increase from V to 2V. State the corresponding general capacity difference for this gas.
Take a moment to make a prediction or work it out on paper. Open a hint when you need one.
Give me a hint
Differentiate p equals nu R T divided by V with respect to temperature, then integrate the resulting entropy derivative over volume.
Compare with the solution
At fixed volume, . Maxwell’s relation therefore gives . For this same ideal-gas model, . The entropy result is an endpoint property; actual heat equals T times this change only for a reversible isothermal realization.
Keep the idea
Take it with you
- Maxwell relations express equality of mixed derivatives on a smooth equilibrium branch.
- Response symbols require their held-fixed variables and units.
- The general capacity difference follows from measurable expansion and compressibility, with the ideal gas as a check.
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