Managed formation drilling (MPD) represents a advanced drilling process that provides for precise control during the downhole fluid levels . Unlike traditional drilling, MPD continuously manages the borehole pressure, minimizing the potential for kicks and maintaining a stable bottomhole pressure. This approach significantly improves safety, improv