Modern constructions are increasingly integrating intelligent systems to boost efficiency . This involves the smooth convergence of multiple facets, including the Internet of Things (IoT) , distributed generation (DG) , and comprehensive energy management frameworks. smart appliances provide immediate information that allow intelligent power usage