Managed formation drilling (MPD) represents a complex drilling process that enables for precise control during the downhole pressure . Compared to traditional drilling, MPD continuously manages the annulus pressure, reducing the potential for influxes and maintaining a consistent bottomhole pressure. This methodology notably improves safety, maximi