The choice of the design solutions for low energy buildings requires the performance evaluation of the alternatives. In the present study, simple polynomial function is used to estimate the annual energy demand as a function of building envelope physical and geometric parameters. The coefficients of this function are obtained by regression from dynamic simulation results. The number of dynamic simulations needed is reduced by using the design of experiments method. The model shows a good agreement with the dynamic simulation results.