Tidal disruption events (TDEs), characterized by their luminous transients and high-velocity outflows, have emerged as plausible sources of high-energy neutrinos contributing to the diffuse neutrino. In this study, we calculate the contribution of TDEs to the diffuse neutrino by employing the outflow-cloud model within the TDE framework. Our analysis indicates that the contribution of TDEs becomes negligible when the redshift Z exceeds 2. Employing a set of fiducial values, which includes outflow energy E-kin = 1051 erg, a proton spectrum cutoff energy E-p,E-max = 100 PeV, a volume TDE rate (N) over dot 8 x 10(-7) Mpc(-3) year(-1), covering fraction of clouds C-V = 0.1, energy conversion efficiency in the shock eta = 0.1, and a proton spectrum index Gamma = -1.7, we find that TDEs can account for approximately 80% of the contribution at energies around 0.3 PeV. Additionally, TDEs still contribute around 18% to the IceCube data below 0.1 PeV and the total contribution is similar to 24(-15)(+2)%. In addition, we also discuss the potential influence of various parameter values on the results in detail. With the IceCube data, we impose constraints on the combination of the physical parameters, i.e., C-f = (N) over dot EkinCv eta. Future observations or theoretical considerations would fix some physical parameters, which will help to constrain some individual parameters of TDEs.