Building size,  number of floor of building, building occupancy, and build year variable is selected to make a benchmark model of building energy consumption model. Firstly, PCA method selected because each variable could be correlated to each other. One of the advantages of PCA  method is variable's correlation will be minimized by reducing dimension. However, the result