 The energy management system is designed to monitor, optimize, and control the smart grid energy market. It uses demand side management to make better decisions for energy trading between consumers and the operator. Computationally intelligent, CI, methods are used to forecast energy loads, which can be optimized using heuristics or metaheuristics. These methods are expected to expand in the future and be used in real-time smart energy management grids to address future challenges in energy demand management. This article was authored by Saida Narius Fala, Ravanish Chandayo, Mohamed Shojafar, and others.