Managed formation drilling (MPD) is a complex drilling process that enables for accurate control over the wellbore fluid levels . Unlike traditional drilling, MPD dynamically manages the annulus pressure, preventing the risk for influxes and preserving a predictable bottomhole pressure. This system significantly increases safety, optimizes drilling