Fluid displacement problems, often referred to as loss movement, represent a major challenge in drilling activities. It occurs when drilled mud flows into voids or permeable formations, rather than coming back to the surface. This can lead to a reduction in drilling fluid quantities, impacting wellbore structure, raising pullout times, and ultimate