Managed formation drilling (MPD) involves a advanced drilling process that allows for accurate control during the wellbore fluid levels . Compared to traditional drilling, MPD actively manages the borehole pressure, reducing the chance for pressure surges and maintaining a predictable bottomhole pressure. This methodology notably improves safety, o