Demand forecasting is essential in the context of Israel in particular, as the country has also shared the concern for effective energy utilization and management. Smart solutions applying the predictive models is the most highlighted approach in the campaign of making smarter energy solutions and predicting energy consumption Israel by applying data analytics in order to forecast and improve energy use in various sectors.