Managed formation drilling (MPD) involves a sophisticated drilling process that allows for controlled control of the downhole fluid levels . Differing from traditional drilling, MPD continuously manages the annulus pressure, reducing the risk for influxes and preserving a predictable bottomhole pressure. This approach significantly enhances safety,