气候驱动的复合效应和欧洲可再生电力干旱的历史趋势

IF 11 1区 工程技术 Q1 ENERGY & FUELS
Yu Meng , Johannes Schmidt , Jakob Zscheischler , Emanuele Bevacqua
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引用次数: 0

摘要

在互联互通的欧洲电力系统中,可再生能源电力干旱(red)——可再生能源需求未得到满足的时期——可能由天气驱动的风能、太阳能和/或河流水力发电的高需求和低发电的复合效应引发,特别是当多个地区同时发生red时。然而,我们对red的这种复合效应和历史趋势的理解仍然有限。我们通过PyPSA-Eur框架研究了从1941年到2023年的每周发电量和需求,重点关注受红色影响最大的季节,并隔离气候驱动的影响,假设固定的当前装机容量。在9个欧洲宏观区域中,每个区域都包含高度互联的小规模区域,red主要由风力发电和需求驱动,在中欧、意大利、英国和爱尔兰等地具有显著的复合效应。在中欧和北欧,风能需求的相关性增强了红色指数,但在南欧则减弱了红色指数。宏观区域赤潮主要是由于小尺度区域同时发生赤潮而产生的。在日益互联的大陆电力系统中,我们发现宏观区域剩余负荷之间的相关性增加了同时发生宏观区域red的可能性,最终与没有相关性的情况相比,欧洲范围内的red平均增加了40%。最后,我们评估了天气驱动的RED趋势,发现气温升高降低了冬季供暖需求,从而减少了RED频率,而需求与发电源之间的相关性变化,以及宏观区域之间的剩余负荷,放大了整个欧洲的RED风险。这项研究强调了考虑跨地区需求和发电之间的复合效应以及长期气候变化对优化电力系统的重要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Climate-driven compounding effects and historical trends in renewable electricity droughts in Europe
In the interconnected European power system, renewable electricity droughts (REDs)—periods of unmet demand by renewables—may be triggered by weather-driven compounding effects of high demand and low generation from wind, solar, and/or run-of-river hydropower, particularly when simultaneous REDs compound across multiple regions. Yet, our understanding of such compounding effects and historical trends in REDs, remains limited. We study REDs using weekly electricity generation and demand from 1941 to 2023 derived via the PyPSA-Eur framework, focusing on the season most affected by REDs and, to isolate climate-driven impacts, assuming fixed present-day installed generation capacities. Across nine European macro-regions, each comprising highly interconnected small-scale areas, REDs are mainly driven by wind generation and demand, with prominent compounding effects in central Europe, Italy, and across the UK and Ireland. Wind-demand correlations enhance REDs in central and northern Europe but weaken them in the south. Furthermore, macro-regional REDs primarily occur due to simultaneous REDs in small-scale areas. In an increasingly interconnected continental power system, we find that correlations between residual loads of macro-regions increase the probability of simultaneous macro-regional REDs, ultimately intensifying Europe-wide REDs by 40 % on average compared to a scenario without correlations. Finally, we assess weather-driven trends in REDs, finding that increasing temperatures lowered winter heating demand and thus reduced RED frequency, while changes in correlations between demand and generation sources, along with between residual loads across macro-regions, amplified Europe-wide RED risk. This research underscores the importance of considering compound effects between demand and generation across regions, along with long-term climate change, to optimize power systems.
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来源期刊
Applied Energy
Applied Energy 工程技术-工程:化工
CiteScore
21.20
自引率
10.70%
发文量
1830
审稿时长
41 days
期刊介绍: Applied Energy serves as a platform for sharing innovations, research, development, and demonstrations in energy conversion, conservation, and sustainable energy systems. The journal covers topics such as optimal energy resource use, environmental pollutant mitigation, and energy process analysis. It welcomes original papers, review articles, technical notes, and letters to the editor. Authors are encouraged to submit manuscripts that bridge the gap between research, development, and implementation. The journal addresses a wide spectrum of topics, including fossil and renewable energy technologies, energy economics, and environmental impacts. Applied Energy also explores modeling and forecasting, conservation strategies, and the social and economic implications of energy policies, including climate change mitigation. It is complemented by the open-access journal Advances in Applied Energy.
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