Heterogeneity and connection in the spatial–temporal evolution trend of China’s energy consumption at provincial level

•Provincial heterogeneity and connection in energy consumption is assessed.•Spillover effects and clustering features in adjoining provinces are analyzed.•Differences in energy consumption amount & structure among provinces will enlarge.•The global autocorrelation of coal consumption will gradually weaken.