This document summarizes a final colloquium presentation on using building performance simulations to evaluate building energy regulation for residential buildings in Brazil. The presentation discusses Brazil's growing electricity consumption and the introduction of energy labeling for residential buildings. It then uses simulations to evaluate a simplified method used in the energy labeling by comparing performance indicators for natural ventilation and air conditioning against a more detailed energy modeling approach. The results show limitations in the simplified method, and recommendations are made to improve it to better assess building energy efficiency.