利用时间序列分析预测欧盟可再生能源的增长情况

Holger Kraenzle, Maximilian Rampp, Daniel Werner, Jürgen Seitz, Neha Sharma
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引用次数: 0

摘要

全世界都受到气候变化的影响,而可再生能源在应对气候变化方面发挥着重要作用。当前,乌克兰战争等政治事件意味着石油和天然气等化石原材料在原材料市场上的价格越来越高,这对目前岌岌可危的形势雪上加霜。本文介绍了德国和欧洲的可再生能源现状。利用过去 56 年的数据,采用 ARIMA 和 Prophet 预测模型,探讨欧盟能否实现能源部门向可再生能源的转换并淘汰化石原材料。研究结果将与欧盟 2030 年的目标进行比较,并提供直至 2050 年的长期展望。
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Prediction of the Growth of Renewable Energies in the European Union using Time Series Analysis
The whole world is affected by climate change and renewable energy plays an important role in combating climate change. To add to the existing precarious situation, the current political events such as the war in Ukraine mean that fossil raw materials such as oil and gas are becoming more and more expensive in the raw material markets. This paper presents the current state of renewable energies in Germany and Europe. Using data from the past 56 years, the predictive models ARIMA and Prophet are used to find out if the conversion to renewable energies and the elimination of fossil raw materials in the energy sector can be achieved in the EU. The results are compared with the target of the EU in 2030 and a long-term outlook until 2050 will be provided.
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