Managed formation drilling (MPD) is a complex drilling technique that enables for precise control over the downhole fluid levels . Differing from traditional drilling, MPD dynamically manages the borehole pressure, reducing the potential for pressure surges and preserving a stable bottomhole pressure. This system notably enhances safety, improves d