最近十年的停电数据揭示了美国电力基础设施日益严重的脆弱性

Bo Li, Junwei Ma, Femi Omitaomu, Ali Mostafavi
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引用次数: 0

摘要

尽管有大量轶事证明美国电力基础设施的脆弱性,但缺乏对停电频率和范围的空间和时间模式的纵向和国家级描述。数据驱动的国家级停电脆弱性特征描述对于了解促进电力基础设施系统恢复能力的紧迫性和制定相关政策尤为重要。有鉴于此,我们检索了 2014-2023 年间美国 3022 个县的 17905397 条县级停电记录(间隔时间为 15 分钟),以捕捉停电特征。我们重点关注三个维度--停电强度、频率和持续时间--并制定了多个指标来量化停电脆弱性的每个维度。结果表明,在过去十年中,美国电力系统的脆弱性持续上升。十年间,各县平均经历了 999.4 次停电,平均每个县影响超过 54 万用户,大约每周发生一次停电。沿海地区,尤其是加利福尼亚州、佛罗里达州和新泽西州的停电频率更高、时间更长,而内陆地区的停电率则更高。研究发现,停电频率和强度的增加令人担忧,尤其是在 2017 年之后,自 2019 年以来,长时间停电的情况急剧增加。研究还发现,社会脆弱性与停电指标之间存在正相关关系,而且这种关系随着研究年份的增加而变得更加紧密。社会脆弱性较高的地区经历了更严重、更频繁的停电,加剧了这些地区的挑战。这些研究结果为利益相关者提供了亟需的经验证据,为政策制定和项目开发提供了依据,以增强美国电力基础设施的恢复能力。
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Recent Decade's Power Outage Data Reveals the Increasing Vulnerability of U.S. Power Infrastructure
Despite significant anecdotal evidence regarding the vulnerability of the U.S. power infrastructure, there is a dearth of longitudinal and nation-level characterization of the spatial and temporal patterns in the frequency and extent of power outages. A data-driven national-level characterization of power outage vulnerability is particularly essential for understanding the urgency and formulating policies to promote the resilience of power infrastructure systems. Recognizing this, we retrieved 179,053,397 county-level power outage records with a 15-minute interval across 3,022 US counties during 2014-2023 to capture power outage characteristics. We focus on three dimensions--power outage intensity, frequency, and duration--and develop multiple metrics to quantify each dimension of power outage vulnerability. The results show that in the past ten years, the vulnerability of U.S. power system has consistently been increasing. Counties experienced an average of 999.4 outages over the decade, affecting an average of more than 540,000 customers per county, with disruptions occurring approximately every week. Coastal areas, particularly in California, Florida and New Jersey, faced more frequent and prolonged outages, while inland regions showed higher outage rates. A concerning increase in outage frequency and intensity was noted, especially after 2017, with a sharp rise in prolonged outages since 2019. The research also found positive association between social vulnerability and outage metrics, with the association becoming stronger over the years under study. Areas with higher social vulnerability experienced more severe and frequent outages, exacerbating challenges in these regions. These findings reveal the much-needed empirical evidence for stakeholders to inform policy formulation and program development for enhancing the resilience of the U.S. power infrastructure.
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