| 基于ARIMA和BP神经网络组合模型的能源消费预测 |
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| 引用本文： | 谢小军,邱云兰,时凌.基于ARIMA和BP神经网络组合模型的能源消费预测[J].数学的实践与认识,2019(10):292-298. |
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| 作者姓名： | 谢小军 邱云兰 时凌 |
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| 作者单位： | 广州工商学院基础教学部 |
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| 摘 要： | 在单一的ARIMA模型预测的基础上,提出了一种基于ARIMA模型和BP神经网络组合模型,并以广西区1981至2016年的能源消费数据为例,结果表明组合模型的预测精度要优于单一的模型,故利用组合模型对广西区未来能源消费的预测更加有效.
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| 关 键 词： | ARIMA模型 BP神经网络 预测 能源消费 |
Prediction of Energy Consumption based on ARIMA and BP Neural Network Combined Model |
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| XIE Xiao-jun,QIU Yun-Ian,SHI Ling.Prediction of Energy Consumption based on ARIMA and BP Neural Network Combined Model[J].Mathematics in Practice and Theory,2019(10):292-298. |
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| Authors: | XIE Xiao-jun QIU Yun-Ian SHI Ling |
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| Affiliation: | (Guangzhou College of Technology and Business, Guangzhou 510850, China) |
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| Abstract: | XIE Xiao-jun;QIU Yun-Ian;SHI Ling(Guangzhou College of Technology and Business, Guangzhou 510850, China) |
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| Keywords: | ARIMA model BP neural network prediction energy consumption |
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