Managed formation drilling (MPD) represents a sophisticated drilling technique that enables for accurate control during the reservoir fluid levels . Unlike traditional drilling, MPD actively manages the annulus pressure, reducing the chance for kicks and maintaining a stable bottomhole pressure. This methodology considerably enhances safety, maximi