Well regulation in the oil and gas industry is of paramount significance. It involves a set of procedures and technologies designed to prevent uncontrolled release of well fluids, ensuring safe and efficient drilling operations. Reliable well control relies on a comprehensive understanding of subsurface conditions, as well as the application of app