Grey Predictive on Natural Gas Consumption and Production in China

Hongwei Ma, Yonghe Wu
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引用次数: 22

Abstract

China's consumption and production of natural gas have been rising steadily since the government set a target of raising the proportion of natural gas in total energy consumption to 5.3 percent by 2010 from 2.8 percent in 2005. China's production of natural gas rose 12.3 percent year on year to 76.1 billion cubic meters in 2008 as the government promoted cleaner energy, and China consumed 67.3 billion cubic meters of gas in 2007, an annual increase of 19.9 percent. The dynamic GM(1,1) model of grey theory is used to forecast the natural gas consumption and production in China. In order to improve the forecast accuracy, the original GM(1, 1) models are improved by using Markov-chain. We analyze the data of the natural gas consumption and production from 1990 to 2007 in China, and forecast China’s natural gas consumption and production by this Grey-Markov forecasting model, which shows that the improved grey forecasting model is of more reliability and higher forecast accuracy than GM (1, 1).
中国天然气消费与生产的灰色预测
中国政府提出了到2010年将天然气占能源消费总量的比例从2005年的2.8%提高到5.3%的目标,此后中国的天然气消费和产量一直在稳步上升。由于政府大力推广清洁能源,2008年中国天然气产量同比增长12.3%,达到761亿立方米。2007年中国天然气消费量为673亿立方米,同比增长19.9%。采用灰色理论中的动态GM(1,1)模型对中国天然气消费量和产量进行了预测。为了提高预测精度,利用马尔可夫链对原GM(1,1)模型进行改进。通过对1990 ~ 2007年中国天然气消费量和产量数据的分析,采用灰色马尔可夫预测模型对中国天然气消费量和产量进行预测,结果表明,改进的灰色预测模型比GM(1,1)具有更高的可靠性和预测精度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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