Coupling a thermoelectric heating system (THS) to an office room is presented. Real hourly climatic conditions of Fez (Morocco) are considered. Office room is simulated using TRNSYS 17. A more accurate mathematical model is proposed to simulate the THS. Dynamic operation and optimization of the overall system is investigated.