Managed pressure drilling (MPD) involves a sophisticated drilling process that allows for accurate control of the wellbore fluid levels . Compared to traditional drilling, MPD actively manages the annulus pressure, minimizing the potential for influxes and maintaining a stable bottomhole pressure. This approach significantly increases safety, impro