The double-peaked distribution of particle deposition at the divertor targets has been observed in various tokamaks, and is considered as a potential approach for mitigating the divertor particle and heat load in future fusion reactor. Recently, the systematical analysis of the double-peaked distribution behavior during EAST experiments show that, the appearance of the double-peaked profile is related to the line-average density and heating power. In order to understand the general trends and related mechanisms, the influences of the upstream density (ne,sep) and power into scrape-off layer (PSOL) on the double-peaked density profile are investigated by SOLPS-ITER simulations with full drifts and currents. It is found that, the ne peak near the strike point is mainly contributed by the strong ionization source close to the target, and the ne peak in far-SOL region is caused by the synergetic effects of poloidal and radial E×B drifts along the SOL. The double-peaked distribution is affected by the PSOL and impurity seeding by increasing or decrease the whole profile of the electron temperature at the target (Tet). When the peak value of Tet (Tet,peak) is fixed, the density peak in the far-SOL is increased for higher ne,sep, by reducing the Tet in the far-SOL region on the lower-field side under unfavorable BT, and by the upstream-extended ionization source due to the geometry effect on the high-field side under favorable BT. Statistical analysis of the simulated results shows that the scaling expression of the peak ratio is ~Tet,peak
-(1.4~2.1) ne,sep
1.6~1.8. In addition to upper boundary found in the analysis of EAST experiment, a lower boundary of the region where double-peaked feature appears on the PSOL-ne,sep plane is identified by simulations and preliminarily confirmed according to the measurements in several EAST discharges.