Managed formation drilling (MPD) represents a advanced drilling technique that allows for controlled control of the downhole fluid levels . Differing from traditional drilling, MPD continuously manages the borehole pressure, minimizing the chance for influxes and preserving a consistent bottomhole pressure. This methodology notably improves safety,