Building energy consumption is expected to rise due to urbanization. This study looked at how factors like climate, insulation, and window types affect energy use. Using simulations, they found that climate, walls, and windows can greatly impact a building's energy efficiency. Insulating materials and specific window types can lead to significant energy savings and lower CO2 emissions.