The Heating system is a system with a very high thermal inertia so a good control of the system is always a challenge. The system is complex and dynamic so accurate control of the system is difficult to realize. In achieving the control action for heat pumps, an accurate model of the system is to be obtained using mathematical modeling and also system identification methods and later on a PID and model based controller would be designed to achieve better control of the system.