This report presents a simulation framework based on the ISO 13790 5R1C 
lumped capacitance building model for the evaluation of the energy savings 
potential of occupancy prediction algorithms. We show the derivation of the 
model parameters and introduce a new methodology to prepare weather data for 
simulating the energy consumption of a heating system when predictively 
controlling the thermostat.