Resilience metrics to guide back-up investments in the power system during extreme weather

IF 32.1 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES
Aleksander Grochowicz, Hannah C. Bloomfield, Marta Victoria
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Abstract

Security of supply is a common and important concern when integrating renewables in net-zero power systems. Extreme weather affects both demand and supply, leading to power system stress; in Europe this stress spreads continentally beyond the meteorological root cause. Here we use an approach based on shadow prices to identify periods of elevated stress called system-defining events and analyse their impact on the power system. By classifying different types of system-defining events, we identify challenges to power system operation and planning. Crucially, we find the need for sufficient resilience back-up (power) capacities whose financial viability is precarious owing to weather variability and weather-induced risk. Furthermore, we disentangle short- and long-term resilience challenges (from multi-day to annual scale) with distinct metrics and stress tests to incorporate both into future energy modelling assessments. Our methodology and implementation in an open energy system model (PyPSA-Eur) can be re-applied to other systems and help researchers and policymakers in building more resilient and adequate energy systems. Net-zero power systems are vulnerable to extreme weather, but how much back-up capacity is needed to keep systems reliable under variable weather remains unclear. A study using 80 years of European data identifies key stress events and proposes metrics for short- and long-term resilience.
在极端天气下指导电力系统备用投资的弹性指标
在将可再生能源纳入净零电力系统时,供应安全是一个普遍而重要的问题。极端天气同时影响电力需求和供应,导致电力系统承压;在欧洲,这种压力蔓延到整个大陆,超出了气象的根本原因。在这里,我们使用一种基于影子价格的方法来识别被称为系统定义事件的压力升高时期,并分析它们对电力系统的影响。通过对不同类型的系统定义事件进行分类,我们确定了电力系统运行和规划面临的挑战。至关重要的是,我们发现需要足够的弹性备用(电力)能力,其财务可行性由于天气变化和天气引起的风险而不稳定。此外,我们将短期和长期弹性挑战(从多日规模到年度规模)与不同的指标和压力测试分开,以将两者纳入未来的能源建模评估。我们在开放能源系统模型(PyPSA-Eur)中的方法和实施可以重新应用于其他系统,并帮助研究人员和政策制定者建立更具弹性和充足的能源系统。净零电力系统很容易受到极端天气的影响,但需要多少备用容量来保持系统在多变天气下的可靠性仍不清楚。一项利用欧洲80年数据的研究确定了关键的压力事件,并提出了短期和长期恢复力的指标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Nature Sustainability
Nature Sustainability Energy-Renewable Energy, Sustainability and the Environment
CiteScore
41.90
自引率
1.10%
发文量
159
期刊介绍: Nature Sustainability aims to facilitate cross-disciplinary dialogues and bring together research fields that contribute to understanding how we organize our lives in a finite world and the impacts of our actions. Nature Sustainability will not only publish fundamental research but also significant investigations into policies and solutions for ensuring human well-being now and in the future.Its ultimate goal is to address the greatest challenges of our time.
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