It is a challenging task to regulate the reservoir system which entangles uncertainty in demand and supply. It may occur due to uncertain changes in climate crop pattern in area nature of catchment area. The system becomes even more complicated if the objectives concerned with requirement of water and supply of water are more in numbers and complex in behavior. Finally, the model is applied to a practical case study of chandoli dam situated in district sangli in order to know the use of the fuzzy logic.