Managed formation drilling (MPD) represents a complex drilling method that allows for precise control during the wellbore fluid levels . Unlike traditional drilling, MPD continuously manages the well pressure, reducing the potential for kicks and preserving a stable bottomhole pressure. This system significantly enhances safety, maximizes drilling