影响欧盟国家家庭能源消费的因素综合分析(2000-2022年):趋势和对COVID-19和俄乌战争的脆弱性

IF 7.9 2区 工程技术 Q1 ENERGY & FUELS
Behnam Ata , János Pénzes , Parisa Pakrooh , Aynaz Lotfata , Safwan Mohammed
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引用次数: 0

摘要

最近的全球危机,如COVID-19和俄罗斯-乌克兰战争,加速了由于价格飙升而减少对化石燃料依赖的努力。本研究旨在确定影响欧盟国家家庭能源消费的关键因素,如气候、电力和天然气价格、GDP、可再生能源使用、人口和COVID-19,特别是在最近的危机(如COVID-19和俄罗斯-乌克兰战争)的背景下。研究首先使用Mann-Kendall (MK)检验和Sen’s Slope估计器进行趋势分析,然后使用Tukey检验,然后使用静态和动态面板模型(包括可行广义最小二乘法(FGLS)和系统广义矩量法(GMM)检查2000年至2022年欧盟国家的家庭面板数据。MK测试揭示了天然气价格的显著上升趋势,而天然气使用显示出天然气消费和电力使用在欧盟国家普遍增加的混合趋势。土耳其的测试表明,受COVID-19大流行和俄罗斯-乌克兰战争等外部因素的影响,天然气和电力定价趋势发生了重大变化。此外,可再生能源消费也很重要,这表明欧盟24个国家的可再生能源利用显著增加。静态FGLS模型结果表明,采暖度日(HDD)、制冷度日(CDD)、可再生能源的使用、电价、人口和GDP等因素对天然气消费有显著影响,导致天然气消费相应增加。相反,电力消耗和天然气价格导致天然气消费量下降。同样,HDD、CDD、天然气价格、人口和GDP对用电量也有正向影响。同时,燃气消费和电价的上涨导致用电量下降。动态模型结果略有不同,HDD、CDD、GDP和虚拟变量(COVID-19)对欧盟家庭部门天然气消费量的增加有所贡献。同时,根据系统GMM,电价和天然气价格导致天然气消费量下降。然而,CDD、燃气消耗和虚拟变量倾向于增加电力消耗。在动态模型中,只有天然气价格对电力消耗的减少有贡献。总而言之,该研究为欧盟国家能源消费的影响因素提供了有价值的见解,为能源经济学和可持续性的政策和未来研究方向提出了建议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comprehensive analysis of factors influencing EU-countries household energy consumption (2000–2022): Trends and vulnerability to COVID-19 and the Russia-Ukraine war
Recent global crises, such as COVID-19 and the Russia-Ukraine War, have accelerated efforts to reduce dependency to fossil fuels due to soaring prices. This research aims to identify the key factors such as climate, electricity and gas price, GDP, renewable energy use, population and COVID-19 influencing household energy consumption in EU countries, particularly in the context of recent crises such as COVID-19 and the Russia-Ukraine war. Research starts with trend analysis using the Mann-Kendall (MK) test and Sen's Slope estimator, then Tukey test, followed by the examination of household panel data from EU countries spanning 2000 to 2022 using static and dynamic panel models including Feasible Generalized Least Squares (FGLS) and System Generalized Method of Moments (GMM). The MK test reveals a significant upward trend in gas prices, while gas usage shows mixed trends in natural gas consumption and electricity usage generally increases across EU countries. The Tukey test reveals substantial shifts in pricing of gas and electricity trends influenced by external factors such as the COVID-19 pandemic and the Russia-Ukraine war. Moreover, renewable energy consumption emerged as significant, indicating a noteworthy increase in renewable energy utilization among EU-24 countries. Static FGLS model findings indicate significant effects of various factors on gas consumption, such as Heating Degree Days (HDD), Cooling Degree Days (CDD), Renewables use, Electricity price, Population, and GDP lead to corresponding increases in gas consumption. On the contrary, electricity consumption and gas prices lead to decreases in gas consumption. Similarly, HDD, CDD, gas price, population, and GDP have positive effects on electricity consumption. Meanwhile, increase in gas consumption and electricity price lead to decreases in electricity consumption. Dynamic model results differ slightly, HDD, CDD, GDP, and the dummy variable (COVID-19) contribute to an increase in gas consumption in the EU household sector. Meanwhile, according to the system GMM, electricity prices and gas prices lead to a decrease in gas consumption. However, CDD, gas consumption, and the dummy variable tend to increase electricity consumption. In the dynamic model, only gas prices contribute to a decrease in electricity consumption. In summary, the research offers valuable insights into factors influencing energy consumption in EU countries, suggesting implications for policy and future research directions in energy economics and sustainability.
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来源期刊
Energy Strategy Reviews
Energy Strategy Reviews Energy-Energy (miscellaneous)
CiteScore
12.80
自引率
4.90%
发文量
167
审稿时长
40 weeks
期刊介绍: Energy Strategy Reviews is a gold open access journal that provides authoritative content on strategic decision-making and vision-sharing related to society''s energy needs. Energy Strategy Reviews publishes: • Analyses • Methodologies • Case Studies • Reviews And by invitation: • Report Reviews • Viewpoints
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