Managed formation drilling (MPD) involves a advanced drilling technique that enables for accurate control of the downhole fluid levels . Differing from traditional drilling, MPD continuously manages the annulus pressure, reducing the chance for kicks and upholding a consistent bottomhole pressure. This approach significantly increases safety, maxim