Managed formation drilling (MPD) represents a sophisticated drilling method that allows for accurate control of the reservoir fluid levels . Unlike traditional drilling, MPD continuously manages the annulus pressure, minimizing the chance for pressure surges and preserving a consistent bottomhole pressure. This methodology significantly enhances sa