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光伏发电技术
★ 5.0
气候驱动的复合效应与欧洲可再生电力干旱的历史趋势
Climate-driven compounding effects and historical trends in renewable electricity droughts in Europe
| 作者 | Yu Meng · Johannes Schmidt · Jakob Zscheischler · Emanuele Bevacqu |
| 期刊 | Applied Energy |
| 出版日期 | 2025年1月 |
| 卷/期 | 第 401 卷 |
| 技术分类 | 光伏发电技术 |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | Wind–demand correlations amplify renewable electricity droughts over most of Europe. |
语言:
中文摘要
摘要 在互联的欧洲电力系统中,可再生电力干旱(REDs)——即可再生能源无法满足需求的时期——可能由天气驱动的高需求与风能、太阳能和/或径流式水电低发电量之间的复合效应引发,特别是当多个区域同时发生REDs并相互叠加时。然而,目前对这类复合效应以及REDs历史趋势的理解仍然有限。本研究利用基于PyPSA-Eur框架推导出的1941年至2023年的周度电力发电与需求数据,分析REDs,重点关注受REDs影响最严重的季节,并假设采用当前固定的装机容量以隔离纯气候驱动的影响。在由高度互联的小型区域组成的九个欧洲大区域中,REDs主要由风力发电和电力需求驱动,在中欧、意大利以及英国与爱尔兰地区表现出显著的复合效应。风力发电与需求之间的相关性在中欧和北欧增强了REDs,但在南欧则削弱了其影响。此外,大区域层面的REDs主要源于小型区域中同时发生的REDs。在一个日益互联的大陆级电力系统中,我们发现各大区域残余负荷之间的相关性提高了大区域间同时发生REDs的概率,与无相关性的场景相比,平均使全欧洲范围的REDs强度增加了40%。最后,我们评估了天气驱动的REDs长期变化趋势,发现气温上升降低了冬季取暖需求,从而减少了REDs的发生频率;但需求与各类发电源之间相关性的变化,以及各大区域之间残余负荷相关性的改变,却加剧了全欧洲范围的REDs风险。本研究强调,在优化电力系统时,必须考虑跨区域的需求与发电之间的复合效应以及长期气候变化的影响。
English Abstract
Abstract 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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SunView 深度解读
该研究揭示欧洲可再生能源电力短缺(REDs)的复合效应,对阳光电源储能系统具有重要价值。研究表明风电-需求相关性和跨区域负荷关联使RED风险增加40%,验证了PowerTitan等大规模储能系统在应对多日能量缺口的必要性。ST系列PCS可通过GFM控制技术提供惯量支撑,平抑风光出力波动。iSolarCloud平台可集成气象数据预测RED事件,优化充放电策略。建议针对欧洲市场开发长时储能方案(4-8小时),并强化跨区域协调控制算法,提升系统在极端气候下的韧性。