An energy simulation tool is a tool that is used to calculate energy demand of a building. The existing energy simulation tools carry out alternative design exploration using optimization method. This method works by varying its parameters to obtain better energy performance. The method needs to calculate energy performance every time each parameter is changed. This practice causes the method is slow. Therefore, new techniques to carry out alternative design exploration are used, they are: K-Nearest Neighbor Technique and semantic web technology.