Powders could be based on solid particles or spongy particles depending on the powder manufacturing procedures. In this article, the numerical study of the cold compaction process for copper solid particles-based powder (i.e. Cu solid powder) and spongy particles-based powder (i.e. Cu sponge powder) has been carried out by using a two-dimensional multi-particle finite element method (2D-MPFEM) based on single action die compaction. The effects of internal pores content, external pressure, initial packing structure on the packing densification were systematically presented. Relative density, stress distribution, internal pore deformations, and force chain movements, particle rearrangement, and interfacial behavior within spongy particles were characterized and analyzed. The results reveal that the densification behavior of the sponge powder depends basically on the internal pore's content. Moreover, at low and medium relative density (ρ <0.95), the densification behavior of the sponge powder is faster than solid particles-based powder. However, at higher relative density near unity, the force required to cause further compaction is significantly larger in the sponge powder. In addition, from the microscopic analysis, the deformation behavior of the particles and the internal pores and the force chain development rely mostly on the structure configuration, internal pore content and its position.Recently, powder metallurgy (PM) becomes an appealing process technology for both advanced and traditional materials [1]. The PM technique is competitive with conventional metallurgical manufacturing methods such as casting, forging, and machining. Moreover, it has distinctive merits such as high production rate and near-netshape forming for complex geometrical shapes, special metals, alloys with high melting points, and porous structures. In addition, it can be considered cost-effective, materials saving, easy operation, and environmentfriendly mechanism [2]. Thus, PM techniques have a lot of applications that can be used in the areas of materials, marine industries, aeronautics, astronautics, and automotive parts [3]. Powder cold compaction is one of the major stages of PM production processes that plays a key role. Through the compaction, loose powders are compressed into a cohesive and dense state using tools such as compression punches and dies [4]. The powder compact structure resulting from the powder cold compaction affects the sintering process and the properties of the final product. Therefore, any optimization of the powder compaction process requires a deep understanding of the relations between the influential factors and the densification behaviors during the powder compaction process. Consequently, a large variety of physical and numerical studies have been carried out in this regard.It is very complicated for physical experiments to characterize parameters and properties of the green compacts such as the evolution of stress distribution and local relative density and plasticity and elasticity phenomena [5]. ...