Managed formation drilling (MPD) involves a sophisticated drilling process that allows for accurate control of the wellbore pressure . Compared to traditional drilling, MPD actively manages the well pressure, minimizing the chance for influxes managed pressure drilling system and maintaining a stable bottomhole pressure. This approach notably impro