Managed Wellbore Drilling (MPD) constitutes a complex drilling procedure employed to precisely control the formation pressure during borehole penetration. Unlike standard drilling, which usually relies fixed pump rates, MPD systems dynamically adjust stress to manage the bore and avoid problems such as blowouts, fluid circulation, and strata instab