Managed pressure drilling (MPD) has emerged as a key technology for improving wellbore stability during drilling operations. By carefully controlling the pressure within the wellbore, MPD helps to reduce formation collapse and other potential wellbore instability issues. This is achieved by modulating the mud weight and pore pressure throughout the