Production forecasting is considered as one of the most challenging and time-consuming tasks in petroleum engineering disciplines, it has important implications on decision-making, planning production and processing of facilities. The forecast includes long-term and short-term cycles which require robust technical methodology in order to have representative targets and milestones for business projects. The forecasting of