Managed formation drilling (MPD) involves a complex drilling method that allows for accurate control over the wellbore fluid levels . Unlike traditional drilling, MPD dynamically manages the annulus pressure, preventing the chance for kicks and preserving a predictable bottomhole pressure. This approach notably enhances safety, optimizes drilling r