Controlled Wellbore Drilling (MPD) is a complex drilling method applied to precisely control the formation pressure during well penetration. Different from standard drilling, which typically relies fixed pump rates, MPD systems dynamically adjust stress to stabilize the wellbore and prevent problems such as blowouts, circulation circulation, and fo