The impact of North American winter weather regimes on electricity load in the central United States

IF 8.5 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES
Oliver T. Millin, Jason C. Furtado, Christopher Malloy
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Abstract

Extreme wintertime cold in the central United States (US) can drive excessive electricity demand and grid failures, with substantial socioeconomic effects. Predicting cold-induced demand surges is relatively understudied, especially on the subseasonal-to-seasonal (S2S) timescale of 2 weeks to 2 months. North American winter weather regimes are atmospheric tools that are based on persistent atmospheric circulation patterns, and have been linked to potential S2S predictability of extreme cold in the central US. We study the relationship between winter weather regimes and daily peak load across 13 balancing authorities in the Southwest Power Pool. Anomalous ridging across Alaska, the West Coast, and Greenland drive increases in demand and extreme demand risk. Conversely, anomalous troughing across the Arctic and North Pacific reduces extreme demand risk. Thus, weather regimes may not only be an important long-lead predictor for North American electricity load, but potentially a useful tool for end users and stakeholders.

Abstract Image

北美冬季天气状况对美国中部电力负荷的影响
美国中部冬季的极端寒冷会导致过度的电力需求和电网故障,对社会经济产生重大影响。对寒冷引起的需求激增的预测研究相对不足,尤其是在 2 周至 2 个月的亚季节到季节(S2S)时间尺度上。北美冬季天气状况是基于持久大气环流模式的大气工具,与美国中部地区极端寒冷的潜在 S2S 可预测性有关。我们研究了西南电力联营中 13 个平衡机构的冬季天气状况与日高峰负荷之间的关系。横跨阿拉斯加、西海岸和格陵兰岛的异常山脊推动了需求和极端需求风险的增加。相反,北极和北太平洋地区的异常低谷则会降低极端需求风险。因此,天气状况可能不仅是北美电力负荷的重要长期预测指标,也可能是终端用户和利益相关者的有用工具。
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来源期刊
npj Climate and Atmospheric Science
npj Climate and Atmospheric Science Earth and Planetary Sciences-Atmospheric Science
CiteScore
8.80
自引率
3.30%
发文量
87
审稿时长
21 weeks
期刊介绍: npj Climate and Atmospheric Science is an open-access journal encompassing the relevant physical, chemical, and biological aspects of atmospheric and climate science. The journal places particular emphasis on regional studies that unveil new insights into specific localities, including examinations of local atmospheric composition, such as aerosols. The range of topics covered by the journal includes climate dynamics, climate variability, weather and climate prediction, climate change, ocean dynamics, weather extremes, air pollution, atmospheric chemistry (including aerosols), the hydrological cycle, and atmosphere–ocean and atmosphere–land interactions. The journal welcomes studies employing a diverse array of methods, including numerical and statistical modeling, the development and application of in situ observational techniques, remote sensing, and the development or evaluation of new reanalyses.
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