煤炭生产与消费的灰色预测模型

Hong-Wei Ma, Dong-Qing Zhang
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引用次数: 4

摘要

中国已经成为世界上最大的煤炭生产国和消费国。2006年,中国的产量大致相当于排在其后的四大生产国(美国、印度、澳大利亚和俄罗斯)的产量总和。采用灰色理论中的动态GM(1,1)模型对中国煤炭生产和消费进行预测。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年中国煤炭生产和消费数据的分析,采用灰色马尔可夫预测模型对中国煤炭生产和消费进行预测,结果表明,改进后的灰色预测模型比GM(1,1)具有更高的可靠性和预测精度。预测结果表明,2008 - 2015年中国煤炭生产和消费将继续快速增长。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A grey forecasting model for coal production and consumption
China has already become world's largest coal producer and consumer. China's production in 2006 roughly equaled the combined production of the next four top producers (the United States, India, Australia and Russia). The dynamic GM(1,1) model of grey theory is used to forecast the coal production and consumption 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 coal production and consumption from 1990 to 2007 in China, and forecast China's coal production and consumption 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). And the forecast results indicate that China's coal production and consumption will continue to increase rapidly in the period of 2008 to 2015.
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