Understanding how people use energy in buildings is important for saving energy and keeping people comfortable. A new system was created to detect when people are in a building and predict when they will be there. This system helps control heating systems to save energy and keep people comfortable. The system was tested with computer simulations and real-world experiments, showing that it can accurately detect when people are present and effectively manage heating energy use.