Based on the panel data of 13 cities in Beijing-Tianjin-Hebei in 2011-2016, this paper summarizes the spatial distribution characteristics of energy intensity by using exploratory spatial data analysis method. Result shows that the similarity and difference of local spatial distribution of energy intensity in Beijing-Tianjin-Hebei co-exist and are not stable, which makes the energy intensity not show no significant spatial correlation on the whole. Then, the fixed effect regression model of energy intensity and industrial structure, technological progress, investment, government regulation and property right arrangement is constructed. And the result demonstrates that energy intensity has a significant positive correlation with industrial structure, technological progress and property rights arrangement, while a significant negative correlation with investment and government regulation.