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Vision 2023: Forecasting Turkey's natural gas demand between 2013 and 2030

机译:2023年愿景:预测2013年至2030年间土耳其的天然气需求

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Natural gas is the primary source for electricity production in Turkey. However, Turkey does not have indigenous resources and imports more than 98.0% of the natural gas it consumes. In 2011, more than 20.0% of Turkey's annual trade deficit was due to imported natural gas, estimated at US$ 20.0 billion. Turkish government has very ambitious targets for the country's energy sector in the next decade according to the Vision 2023 agenda. Previously, we have estimated that Turkey's annual electricity demand would be 530,000 GWh at the year 2023. Considering current energy market dynamics it is almost evident that a substantial amount of this demand would be supplied from natural gas. However, meticulous analysis of the Vision 2023 goals clearly showed that the information about the natural gas sector is scarce. Most importantly there is no demand forecast for natural gas in the Vision 2023 agenda. Therefore, in this study the aim was to generate accurate forecasts for Turkey's natural gas demand between 2013 and 2030. For this purpose, two semi-empirical models based on econometrics, gross domestic product (GDP) at purchasing power parity (PPP) per capita, and demographics, population change, were developed. The logistic equation, which can be used for long term natural gas demand forecasting, and the linear equation, which can be used for medium term demand forecasting, fitted to the timeline series almost seamlessly. In addition, these two models provided reasonable fits according to the mean absolute percentage error, MAPE %, criteria. Turkey's natural gas demand at the year 2030 was calculated as 76.8 billion m~3 using the linear model and 83.8 billion m~3 based on the logistic model. Consequently, found to be in better agreement with the official Turkish petroleum pipeline corporation (BOTAS) forecast, 76.4 billion m~3, than results published in the literature.
机译:天然气是土耳其电力生产的主要来源。但是,土耳其没有本地资源,进口的天然气超过其消耗量的98.0%。 2011年,土耳其年度贸易逆差的20.0%以上是进口天然气造成的,估计为200亿美元。根据《 2023年愿景》议程,土耳其政府在未来十年内对该国的能源部门制定了雄心勃勃的目标。以前,我们估计到2023年,土耳其的年度电力需求将为530,000 GWh。考虑到当前的能源市场动态,几乎显而易见的是,这种需求的很大一部分将来自天然气。但是,对2023年远景目标的精心分析清楚地表明,有关天然气行业的信息很少。最重要的是,《 2023年愿景》议程中没有对天然气的需求预测。因此,本研究的目的是准确预测2013年至2030年土耳其的天然气需求。为此,基于经济计量学,人均国内生产总值(PPP)的两个半实证模型,并发展了人口统计和人口变化。可用于长期天然气需求预测的逻辑方程和可用于中期需求预测的线性方程几乎无缝地拟合到时间线序列。另外,这两个模型根据平均绝对百分比误差MAPE%标准提供了合理的拟合。使用线性模型计算出的土耳其到2030年的天然气需求为768亿立方米〜3,基于逻辑模型计算为838亿立方米〜3。因此,与官方公布的土耳其石油管道公司(BOTAS)的预测结果相比,文献中的结果更佳,为764亿立方米3。

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