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Influencing factors and future trends of natural gas demand in the eastern, central and western areas of China based on the grey model

机译:基于灰色模型的中国东部,中西部地区天然气需求的影响因素及未来趋势

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Due to the various ecological environment, economic development and resources, the main influencing factors of natural gas consumption are different in the eastern, central and western areas of China. To fully understand such discrepancy, we adopted the grey relation analysis (GRA) to select three main significant factors from 7 potential impacts including gross domestic product (GDP), industry structure, environmental protection mechanism, urbanization rate, population density, energy consumption intensity and energy consumption structure. Then, we analyzed the internal relevance between the selected three factors and the regional natural gas consumption. Furthermore, we established theGM(1,N) model with fractional order accumulation (FGM(1,N)) to predict the future demand of natural gas consumption in the eastern, central and western areas of China based on the selected three factors. The following results were achieved. (1) Energy consumption structure, GDP, and urbanization rate are three main influencing factors of natural gas demand in the eastern and central areas, while in the western area, the three main factors are urbanization rate, industry structure and population density. (2) In terms of planning natural gas consumption policies, adjustment of energy consumption structure should be strengthened in the eastern area, relationship between economic development and energy consumption should be focused on in the central area, urbanization should be speeded up in the western area. (3) TheFGM(1,N) model based on three main factors, well fitting historic demand data, will have a good prediction performance. (4) Natural gas demand in the eastern, central and western areas will achieve a sustainable growth in 2020–2025. However, such growth rate may decrease due to energy reform and external economic environment. By 2025, natural gas demand in these three areas will be about 244 billion cubic meters (bcm), 64 bcm and 100 bcm respectively, with a total value of 408 bcm for the whole China.
机译:由于各种生态环境,经济发展和资源,天然气消费的主要影响因素在中国的东部和西部地区不同。为了充分了解这种差异,我们采用了灰色关系分析(GRA),从7个潜在影响中选择三个主要重要因素,包括国内生产总值(GDP),产业结构,环保机制,城市化率,人口密度,能源消耗强度和能量消耗结构。然后,我们分析了所选三个因素与区域天然气消耗之间的内部相关性。此外,我们建立了具有分数阶累积的政策(1,N)模型(FGM(1,N)),以预测中国东部,中西部地区的天然气消费需求,基于所选择的三个因素。实现了以下结果。 (1)能耗结构,GDP和城市化率是东部和中央地区天然气需求的三个主要影响因素,而在西部地区,三个主要因素是城市化率,产业结构和人口密度。 (2)在规划天然气消费政策方面,在东部地区应加强能耗结构的调整,经济发展与能源消费之间的关系应专注于中心地区,城市化应在西部地区加速。 (3)基于三个主要因素的FGM(1,N)模型,拟合历史需求数据,将具有良好的预测性能。 (4)东部,中西部地区的天然气需求将在2020 - 2012年度实现可持续增长。然而,由于能源改革和外部经济环境,这种增长率可能会降低。到2025年,这三个领域的天然气需求分别为约2440亿立方米(BCM),64 BCM和100 BCM,全中国的总价值为408 BCM。

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