Modeling and design of solar + storage-powered community resilience hubs across California.

IF 3 3区 医学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
Risk Analysis Pub Date : 2024-06-26 DOI:10.1111/risa.14341
Patrick M Murphy, Yunus Kinkhabwala, Bethany Kwoka, Yanelli Núñnez, Annelise Dillon, Audrey Amezcua-Smith, Elena Krieger
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Abstract

Distributed clean, reliable energy resources like solar plus battery storage (solar + storage) can reduce harmful emissions while supporting resilience. Solar + storage-powered resilience hubs provide energy for critical services during disasters while increasing human adaptive capacity year round. We studied where utility rates, local climate, and historical injustice make solar + storage resilience hubs more valuable and more challenging. We modeled the economic and climate impacts of outfitting candidate hub sites across California with solar + storage for everyday operations and identified designs and costs required to withstand a range of outages considering weather impacts on energy needs and availability. We integrated sociodemographic data to prioritize the siting of resilience hubs, to focus potential policy and funding priorities on regions where solar + storage for resilience hubs is hard or expensive, and where populations are most in need. We identified almost 20,000 candidate buildings with more than 8 GW of total rooftop solar potential capable of reducing CO2 emissions by 5 million tons per year while providing energy for community resilience. Hub capacity for one of the most challenging missions-providing emergency shelter during a power outage and smoke event-could have a statewide average lifetime cost of less than $2000 per seat. We identified regional challenges including insufficient rooftop solar capacity in cities, low sunlight in northern coastal California, and high costs driven by utility rate structures in Sacramento and the Imperial Valley. Results show that rates and net metering rules that incentivize solar + storage during everyday operations decrease resilience costs.

加利福尼亚州太阳能+储能社区恢复中心的建模和设计。
分布式清洁、可靠的能源资源,如太阳能加电池储能(太阳能+储能),可以减少有害气体排放,同时支持抗灾能力。太阳能+蓄电池供电的抗灾中心可在灾害期间为关键服务提供能源,同时提高人类全年的适应能力。我们研究了公用事业费率、当地气候和历史不公正在哪些方面使太阳能+蓄能抗灾中心更有价值和更具挑战性。我们模拟了在整个加利福尼亚州的候选中心点配备太阳能和储能设备对日常运营的经济和气候影响,并确定了考虑到天气对能源需求和可用性的影响,抵御一系列停电所需的设计和成本。我们整合了社会人口数据,以确定抗灾中心选址的优先顺序,将潜在的政策和资金重点放在太阳能+储能抗灾中心难以建设或成本高昂的地区,以及人口需求最大的地区。我们确定了近 2 万栋候选建筑,其屋顶太阳能总潜能超过 8 千兆瓦,每年可减少 500 万吨二氧化碳排放,同时为社区恢复能力提供能源。其中最具挑战性的任务之一--在停电和烟雾事件中提供紧急避难所--的枢纽容量在全州范围内每个座位的平均使用寿命成本不到 2000 美元。我们发现了一些地区性挑战,包括城市屋顶太阳能容量不足、加州北部沿海地区日照不足以及萨克拉门托和帝王谷公用事业费率结构导致的高成本。结果表明,在日常运营中,激励太阳能+储能的费率和净计量规则可降低恢复成本。
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
Risk Analysis
Risk Analysis 数学-数学跨学科应用
CiteScore
7.50
自引率
10.50%
发文量
183
审稿时长
4.2 months
期刊介绍: Published on behalf of the Society for Risk Analysis, Risk Analysis is ranked among the top 10 journals in the ISI Journal Citation Reports under the social sciences, mathematical methods category, and provides a focal point for new developments in the field of risk analysis. This international peer-reviewed journal is committed to publishing critical empirical research and commentaries dealing with risk issues. The topics covered include: • Human health and safety risks • Microbial risks • Engineering • Mathematical modeling • Risk characterization • Risk communication • Risk management and decision-making • Risk perception, acceptability, and ethics • Laws and regulatory policy • Ecological risks.
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