Drilling movement problems, often referred to as leakage displacement, represent a critical challenge in drilling processes. It arises when drilled mud moves into fractures or porous formations, rather than coming back to the surface. This might lead to a reduction in drilling fluid volumes, influencing wellbore integrity, elevating trip times, and