A dynamic excitation filter press for drilling fluid is a solid-controlled test machine newly developed for the modern drilling technology. The internal migration dynamics laws of the machine influence strongly the capability and effect for filtration. With foundational dynamics theory employed, the movement performance of solid-state granules on the filter screen of filter press was analyzed, and the related dynamics model is established in this paper.