Today's constructions are increasingly integrating automated solutions to boost efficiency . This involves the unified integration of several facets, such as the sensor infrastructure, distributed generation (DG) , and comprehensive energy management systems . smart appliances provide immediate metrics that facilitate intelligent energy consumptio