Managed pressure drilling (MPD) is a complex drilling process that allows for precise control during the downhole pressure . Compared to traditional drilling, MPD actively manages the annulus pressure, minimizing the chance for influxes and upholding a consistent bottomhole pressure. This methodology significantly enhances safety, improves drilling