Time-series forecasting is an important research and application area. Over the past decades much attempt has been dedicated to develop the models of time-series forecasting. Useful methods to forecast time-series models include: moving average,Autoregressive Integrated Moving Average (ARIMA) and exponential smoothing , neural network and fuzzy system models and etc