In this paper, a Novel Hybrid control approach is applied to a Single Fluid Heat Transfer System. Mathematical model of the system has been developed. The proposed control scheme can reduce the power burn rate by 21%. The Novel Hybrid controller is robust against perturbations. The control scheme has been corroborated on the numerical simulations. The transient response attributes have been used as validating strictures.