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The system in grand canonical emsemble together with the surrounding reservoir is isolated, thus have conserved particle number $N$. However, the system itself only has fixed average $\langle N\rangle$, and the quantum mechanical operator $\hat{N}$ necessarily does not commute with the Hamiltonian. Why can we assign both energy and particle number to each state?

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