Weather Driven Complementarity Between Daily Energy Demand at One Location and Renewable Supply at Another

IF 2.6 3区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES Journal of Applied Meteorology and Climatology Pub Date : 2023-08-04 DOI:10.1175/jamc-d-22-0153.1
F. Fabry, Joseph Samuel, V. Meunier
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Abstract

In a future world where most of the energy must come from intermittent renewable energy sources such as wind or solar energy, it would be more efficient if, for each demand area, we could determine the locations for which the output of an energy source would naturally match the demand fluctuations from that area. In parallel, meteorological weather systems such as midlatitude cyclones are often organized in a way that naturally shapes where areas of greater energy need (say, regions with more cold air) are with respect to windier or sunnier areas, and these are generally not collocated. As a result, the best places to generate renewable energy may not be near consumption sites; these may however be determined by common meteorological patterns. Using data from a reanalysis of six decades of past weather, we determined the complementarity between different sources of energy as well as the relationships between renewable supply and demand at daily-averaged time scales for several North American cities. In general, demand and solar power tend to be slightly positively correlated at nearby locations away from the Rockies; however, wind power often must be obtained from greater distances and at altitude for energy production to be better timed with consumption.
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天气驱动的一个地区每日能源需求与另一个地区可再生能源供应之间的互补性
在未来的世界里,大部分能源必须来自风能或太阳能等间歇性可再生能源,如果我们能够为每个需求领域确定能源输出与该领域需求波动自然匹配的位置,效率会更高。与此同时,中纬度气旋等气象天气系统的组织方式通常会自然地形成能源需求较大的地区(例如,冷空气较多的地区)相对于风较大或阳光较多的地区,而这些地区通常不会并置。因此,产生可再生能源的最佳地点可能不在消费地点附近;然而,这些可以由常见的气象模式来确定。利用对过去60年天气的再分析数据,我们确定了北美几个城市不同能源之间的互补性,以及可再生能源在日平均时间尺度上的供需关系。一般来说,在远离落基山脉的附近地区,需求和太阳能往往略有正相关;然而,风能通常必须从更远的距离和高空获得,才能更好地与能源消耗同步生产。
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来源期刊
Journal of Applied Meteorology and Climatology
Journal of Applied Meteorology and Climatology 地学-气象与大气科学
CiteScore
5.10
自引率
6.70%
发文量
97
审稿时长
3 months
期刊介绍: The Journal of Applied Meteorology and Climatology (JAMC) (ISSN: 1558-8424; eISSN: 1558-8432) publishes applied research on meteorology and climatology. Examples of meteorological research include topics such as weather modification, satellite meteorology, radar meteorology, boundary layer processes, physical meteorology, air pollution meteorology (including dispersion and chemical processes), agricultural and forest meteorology, mountain meteorology, and applied meteorological numerical models. Examples of climatological research include the use of climate information in impact assessments, dynamical and statistical downscaling, seasonal climate forecast applications and verification, climate risk and vulnerability, development of climate monitoring tools, and urban and local climates.
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