Let be the energy of one adsorbed atom, using the same energy reference as the gas-phase value . For equivalent, noninteracting adsorption sites, choosing the occupied positions gives
Every configuration has energy , so the canonical lattice-gas partition function is
There is no further factor: the combinatorial choice already counts indistinguishable adsorbates correctly. The Helmholtz free energy, using Stirling's approximation for a macroscopic number of occupied and empty sites, is
Hence the adsorbed-phase chemical potential at fixed is
The logarithm comes from configurational entropy: adding an atom is less favorable when vacancies are scarce. In the gas, the stipulated expression can be written
where is the thermal de Broglie wavelength. Equality of chemical potentials at chemical equilibrium gives
Therefore
The binding energy is positive for favorable binding. The units of are inverse pressure, making dimensionless. Choosing the adsorbed energy as zero simply sets and leaves the same physics; it must not remove the relative binding energy. This is the Langmuir isotherm, with low-pressure linear uptake and high-pressure monolayer saturation.