Introduction As the world grapples with the challenges of climate change, sustainable home automation has become a crucial aspect of reducing our carbon footprint. However, many homeowners and professionals in the field face a significant obstacle: inefficient energy management. Traditional methods of monitoring and controlling energy consumption often rely on manual adjustments, resulting in wasted…