Introduction As the world grapples with the challenges of climate change, reducing carbon footprint has become a pressing concern in the field of sustainable living. One significant contributor to greenhouse gas emissions is residential energy consumption, accounting for approximately 20% of global energy-related CO2 emissions. Despite the growing adoption of smart home technologies, existing methods…