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ARIMA forecasting of China's coal consumption, price and investment by 2030

机译:Arima预测中国煤炭消费,价格和投资2030年

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摘要

Forecasting of energy consumption, price, and investment in coal industry is one of the most important proactive approaches and policy instruments used by decision-makers in China. Due to the richer information on time-related changes than the other methods, autoregressive integrated moving average (ARIMA) is applied to estimate the further coal price, consumption, and investment of China from 2016 to 2030. The best-fitted models for coal price, consumption, and investment at each predicted step are selected. The empirical results show that the annual average rate of coal consumption and investment will decrease between 2016 and 2030 except for coal price, which exhibits fluctuant behavior in the forecast period. The annual droop rate of coal consumption from 2016 to 2030 will be rather big, nearly the same with the annual growth rate from 2000 to 2015. The coal investment has the similar result with coal consumption.
机译:煤炭行业的能耗,价格和投资预测是中国决策者最重要的主动方法和政策工具之一。 由于有关时间相关变化的信息比其他方法的信息,自回归综合移动平均(Arima)适用于2016年至2030年从中国进一步的煤炭价格,消费和投资。煤炭价格最佳型号 选择每个预测步骤的消费和投资。 经验结果表明,除煤炭价格外,2016年和2030年的煤炭消费和投资的年平均速度将减少,煤炭价格在预测期内表现出波动行为。 2016年至2030年的煤炭消费量的年度下垂率将比2000年至2015年的年增长率几乎相同。煤炭投资与煤炭消费相似的结果。

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