Many challenges present themselves when production is being forecasted in ultra-low permeability unconventional reservoir systems. Some of the major challenges are the lack of understanding of the interaction among the fluid flow, the hydraulic fracturing, the reservoir characteristics in these complex systems, and the limited production history. Therefore, the production performance of the shale gas wells over the longer time periods has not been established. A familiar technique for predicting the future production rates, when the only available data are past production rates, is Decline Curve Analysis (DCA). Several DCA methods have been proposed for shale wells, but their application remains problematic. Therefore, a reliable and yet easy to apply predictive tool for accurate prediction of the production performance of the Shale Gas wells is Needed.