Managed formation drilling (MPD) represents a advanced drilling method that provides for precise control over the downhole fluid levels . Unlike traditional drilling, MPD actively manages the annulus pressure, preventing the chance for influxes and preserving a predictable bottomhole pressure. This approach considerably improves safety, improves dr