Energy performance of cool roofs under the impact of actual weather data

•A parametric study of cool roof configurations in a cold climate conducted.•Impact of actual weather on long term energy performance of cool roofs investigated.•The potential overestimation in energy demand based on TMY weather data demonstrated.•Normalized root-mean-square deviation on long-term energy performance evaluated.•Lowest energy demand configurations of roof insulation and solar reflectance showed.