Well management in the oil and gas industry is of paramount importance. It involves a set of procedures and technologies designed to prevent uncontrolled release of well fluids, ensuring safe and efficient drilling operations. Effective well control relies on a comprehensive understanding of subsurface environments, as well as the application of ap