首页|基于ARIMA-GRACH模型的现货电价预测

基于ARIMA-GRACH模型的现货电价预测

扫码查看
通过建立ARIMA预测模型对现货电价进行预测,并对ARIMA模型存在的异方差问题通过GARCH模型进行修正。实证算例中,采用北欧四国电力市场数据,与ARIMA和灰色GM(1,1)模型进行比较,表明ARIMA—GARCH模型的预测精度更高,预测误差更小。
Spot Electricity Price Forecasting Based on ARIMA-GARCH Model
The ARIMA model is established to predict the spot electricity price, and the heteroscedasticity that exists in the ARIMA model is corrected with the GARCH model. In the empirical example, data from the Nordic electricity market are adopted, and comparisons are conducted between the ARIMA model and the Gery GM (1,1) model. The results suggest that the AR1MA-GARCH model has higher accuracy and smaller prediction errors.

electricity pricemodeltime seriesforecasting

刘琰、刑薇、丁乐群、徐越、韩强、王宇拓

展开 >

东北电力大学经济管理学院,吉林省吉林市132012

电价 模型 时间序列 预测

2012

能源技术经济
国网能源研究院,湖南省电力公司,中国电力财务有限公司

能源技术经济

ISSN:1674-8441
年,卷(期):2012.24(2)
  • 1