Managed formation drilling (MPD) represents a advanced drilling method that enables for controlled control of the reservoir fluid levels . Compared to traditional drilling, MPD continuously manages the managed pressure drilling? borehole pressure, preventing the potential for pressure surges and maintaining a predictable bottomhole pressure. This m