The paper is organized in the following way: In section 2, we first review the theory of constructing ground state CMESs and provide our way of constructing excited state CMESs, then we provide a brief theoretical analysis on excited state CMES for the quantum harmonic oscillator model and show that our method is exact within the harmonic approximation.