Managed wellbore drilling (MPD) involves a sophisticated drilling process that enables for accurate control over the wellbore fluid levels . Differing from traditional drilling, MPD dynamically manages the annulus pressure, minimizing the chance for influxes and preserving a stable bottomhole pressure. This system notably improves safety, optimizes