Managed wellbore drilling (MPD) is a complex drilling technique that managed pressure drilling operations enables for accurate control of the reservoir fluid levels . Differing from traditional drilling, MPD actively manages the annulus pressure, minimizing the potential for influxes and preserving a consistent bottomhole pressure. This methodology