预测未来北美风电场的能源生产。第三部分:可变性

IF 2.6 3区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES
Jacob Coburn, Sara C. Pryor
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引用次数: 0

摘要

北美风电场的每日预期风力发电量被用于评估使用天气研究与预报(WRF)模型的模拟输出计算的容量因子(CF),并用于调节将大气条件与电力生产联系起来的统计模型。在本工作的第一部分和第二部分中,我们重点对年度能源生产和电力生产干旱的发生进行了预测。在这里,我们扩展了对东北、中西部、大平原南部(SGP)和美国西南海岸(SWC)地区使用全州范围内的风力发电向电网供电的CF预测的评估。然后,我们量化了CF变异性和季节性的时间尺度变化。目前,除西南地区外,各地区夏季风力发电量最低,导致与电力需求严重不匹配。虽然住宅供暖的电力可能会改变需求,但这里的研究表明,夏季CF可能会下降,这可能会加剧季节性峰值电力生产与当前负荷之间的抵消。夏季CF的减少在除SGP以外的所有区域都很明显,似乎与天气尺度变率的减少有关。利用年发电量的50%和90%的实现量来量化年际变率,结果表明,由于内部气候模式的作用,在10-30年的时间内,风力发电量表现出更高(更早实现)或更低(更晚实现)的产量。电力系统可能需要重新评估和重新设计,以帮助在发电中有效地增加可变可再生能源的使用。目前,北美许多地区的风力发电在夏季表现出最低水平,因此与电力需求不太同步,而电力需求往往在夏季达到最大。未来的预测表明,有证据表明夏季风力发电的减少将扩大这种抵消。然而,供暖电气化可能导致冬季需求增加,这将导致更大的同步。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Projecting Future Energy Production from Operating Wind Farms in North America. Part III: Variability
Abstract Daily expected wind power production from operating wind farms across North America are used to evaluate capacity factors (CF) computed using simulation output from the Weather Research and Forecasting (WRF) Model and to condition statistical models linking atmospheric conditions to electricity production. In Parts I and II of this work, we focus on making projections of annual energy production and the occurrence of electrical production drought. Here, we extend evaluation of the CF projections for sites in the Northeast, Midwest, southern Great Plains (SGP), and southwest U.S. coast (SWC) using statewide wind-generated electricity supply to the grid. We then quantify changes in the time scales of CF variability and the seasonality. Currently, wind-generated electricity is lowest in summer in each region except SWC, which causes a substantial mismatch with electricity demand. While electricity of residential heating may shift demand, research presented here suggests that summertime CF are likely to decline, potentially exacerbating the offset between seasonal peak power production and current load. The reduction in summertime CF is manifest for all regions except the SGP and appears to be linked to a reduction in synoptic-scale variability. Using fulfillment of 50% and 90% of annual energy production to quantify interannual variability, it is shown that wind power production exhibits higher (earlier fulfillment) or lower (later fulfillment) production for periods of over 10–30 years as a result of the action of internal climate modes. Significance Statement Electrical power system reassessment and redesign may be needed to aid efficient increased use of variable renewables in the generation of electricity. Currently wind-generated electricity in many regions of North America exhibits a minimum in summertime and hence is not well synchronized with electricity demand, which tends to be maximized in summer. Future projections indicate evidence of reductions in wind power during summer that would amplify this offset. However, electrification of heating may lead to increased wintertime demand, which would lead to greater synchronization.
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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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