The effect of physical parameters such as type of filtration media, solids percent, pressure drop, and pH on resistance to filter cloth (R), specific cake resistance (α ), moisture content, and cake formation rate were investigated in this paper. Tests were performed using the Vacuum Top-Feed method and during the tests, no chemicals (flocculants, coagulants, etc. ) were used. The optimal response for each factor was considered as the minimum values of the resistance to filter cloth (R), specific cake resistance (α ), moisture content, and maximum cake formation rate. The results showed that the Cloth A7 (Fiber: Polyester, Weave: Twill) and Cloth A12 (Fiber: Polyester, Weave: Plain) have the best performance among 16 types of filter media. With increasing solid content from 45 to 65%, the resistance to filter cloths of A7 and A12 increase from 26. 29 (1/m×1010) to 101. 39 (1/m×1010) and from 25. 38(1/m×1010) to 245. 67 (1/m×1010), respectively. The highest rate of cake formation in 65% solids for both cloths was 0. 077 (mm/s) for cloth A7 and 0. 059 (mm/s) for cloth A12. Also, it was found that the compressibility factor is the same for each cloth, so the difference in the compressibility coefficient of the cake depends on the inherent properties of the raw material.