Managed formation drilling (MPD) involves a advanced drilling method that enables for controlled control during the downhole fluid levels . Compared to traditional drilling, MPD dynamically manages the annulus pressure, minimizing the risk for influxes and preserving a stable bottomhole pressure. This methodology significantly increases safety, imp