Population Comparison of forecasting results

29 Figure 4.4 Comparison consumption with SPSS and EViews 7 Based on the Figure 4.4 above which shows that forecasting using EViews 7 software has higher expectations than on forecasting using SPSS. This is seen from year to year has predictions starting in the 2011-2022 overall forecasting results put the results by using EViews higher than the SPSS as in 2022 reached 63,148,872 MWh forecasting using EViews 7 greater than using the SPSS reached 52,271,119 MWh.

4.3.4 Population

Comparison of population based on the results of forecasting using SPSS and EViews 7 as in the Figure 4.5. Figure 4.5 Comparison of populations with SPSS and EViews 7 Co n su m p ti o n t Years p o p u lat ion years commit to user 30 Based on the Figure 4.5 above which shows that forecasting using SPSS software has higher expectations than on forecasting using EViews 7. This is seen from year to year has predictions starting in the 2011-2022 overall forecasting results put the results using SPSS higher than in 2022 EViews 7 like forecasting using SPSS reached 7,519,631 person greater than using EViews 7 which reached 7,464,452 Person. The difference in the forecasting results using SPSS and EViews are caused by differences in forecasting models. The ARIMA forecasting using SPSS data used is data that has been transformed. While on forecasting using exponential smoothing model EViews. Discussion 4.3.5 Determine the long -term demand for electricity in Libya in term of data from 2000-2010 Long-term needs of electricity in Libya based on data from 2011-2022 according forecasting results as the Table 4.10. Table 4.10 Model Fit Statistic from 2011-2022 by SPSS Years Real of Consumption MWh Years Forecasting of demand MWh 2000 14,522,025 2011 33,396,572 2001 15,208,543 2012 35,112,440 2002 15,445,816 2013 36,828,308 2003 16,702,230 2014 38,544,176 2004 17,931,957 2015 40,260,043 2005 19,909,502 2016 41,975,911 2006 21,730,193 2017 43,691,779 2007 23,016,749 2018 45,407,647 2008 27,748,242 2019 47,123,515 2009 29,427,305 2020 48,839,383 2010 31,680,704 2021 50,555,251 2011 12,993,675 2022 52,271,119 2012 20,602,217 Source: analysis data by SPSS 15 version 2014 Electricity consumption by the parameters of the existing demand for electricity in Libya. Since the power consumption needs must be met, then the commit to user 31 electricity needs in Libya should not be less than consumption. If that happens, it will shake up the Libyan economy. Besides that, attention should be paid to that the electric power will be lost, as long as we have not resolved the bias in producing electricity, should pay attention to power consumption and loss of electricity, or in other words to meet the demands for electricity in producing electricity it needs to accumulate between electricity consumption and electricity loss.

4.3.6 Production cost in the process of distributing electricity to Libya