Modern buildings are progressively adopting automated solutions to enhance functionality. This involves the seamless convergence of multiple facets, including the sensor infrastructure, on-site power, and comprehensive energy management systems . connected sensors generate live metrics that allow efficient power usage and grid stability , while on-