Let denote the fluctuating microscopic energy and its mean, at fixed . In a canonical ensemble with ,Since , this givesHere denotes an energy fluctuation about the mean, as in the question. The relation is not restricted to ideal gases when the Hamiltonian operator has no explicit temperature dependence. Alternatively, the stated equilibrium free-energy curvature gives a Gaussian energy weight proportional to , with the same variance.
For the relative energy fluctuation of a monatomic ideal gas, and , henceTaking room conditions as approximately K and Pa, with m, givesThe mean energy is about J and its standard deviation about J. The tiny relative fluctuation explains why macroscopic equilibrium internal energy behaves as a sharply defined thermodynamic quantity. The estimate uses a thermal reservoir, not a particle reservoir; allowing itself to fluctuate changes the relevant fluctuation problem.
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