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The Impacts of Wind Speed Trends and 30-Year Variability in Relation to Hydroelectric Reservoir Inflows on Wind Power in the Pacific Northwest

机译:西北太平洋地区风速趋势和30年变化与水库水流的关系对风电的影响

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摘要

In hydroelectric dominated systems, the value and benefits of energy are higher during extended dry periods and lower during extended or extreme wet periods. By accounting for regional and temporal differences in the relationship between wind speed and reservoir inflow behavior during wind farm site selection, the benefits of energy diversification can be maximized. The goal of this work was to help maximize the value of wind power by quantifying the long-term (30-year) relationships between wind speed and streamflow behavior, using British Columbia (BC) and the Pacific Northwest (PNW) as a case study. Clean energy and self-sufficiency policies in British BC make the benefits of increased generation during low streamflow periods particularly large. Wind density (WD) estimates from a height of 10m (North American Regional Reanalysis, NARR) were correlated with cumulative usable inflows (CUI) for BC (collected from BC Hydro) for 1979–2010. The strongest WD-CUI correlations were found along the US coast (r ~0.55), whereas generally weaker correlations were found in northern regions, with negative correlations (r ~ -0.25) along BC’s North Coast. Furthermore, during the lowest inflow years, WD anomalies increased by up to 40% above average values for the North Coast. Seasonally, high flows during the spring freshet were coincident with widespread negative WD anomalies, with a similar but opposite pattern for low inflow winter months. These poorly or negatively correlated sites could have a moderating influence on climate related variability in provincial electricity supply, by producing greater than average generation in low inflow years and reduced generation in wet years. Wind speed and WD trends were also analyzed for all NARR grid locations, which showed statistically significant positive trends for most of the PNW and the largest increases along the Pacific Coast.
机译:在以水电为主的系统中,能源的价值和收益在长期干旱期间较高,而在长期或极端潮湿期间较低。通过考虑风电场选址过程中风速与水库流入行为之间关系的区域和时间差异,可以最大程度地提高能源多样化的效益。这项工作的目的是通过以不列颠哥伦比亚省(BC)和西北太平洋地区(PNW)为例,通过量化风速与气流行为之间的长期关系(30年)来帮助最大化风能的价值。 。不列颠哥伦比亚省的清洁能源和自给自足政策使得在低流量时期发电量增加的好处特别大。 1979-2010年,从10m高处的风密度(WD)估算值(北美区域再分析,NARR)与BC(从BC Hydro收集)的累积可用流量(CUI)相关。在美国沿海地区发现最强的WD-CUI相关性(r〜0.55),而在北部地区通常发现较弱的相关性,而在卑诗省北部海岸地区则呈负相关性(r〜-0.25)。此外,在最低的流入年份中,西数异常增加了北海岸平均值的40%以上。季节性上,春季新生期间的高流量与广泛的负WD异常相吻合,在冬季低流量的月份中具有相似但相反的模式。这些低相关或负相关的站点可能会在低流入年份产生高于平均水平的发电量,而在潮湿年份产生较少的发电量,从而对省级电力供应中与气候相关的变异性产生中等影响。还分析了所有NARR网格位置的风速和WD趋势,这显示了大部分PNW的统计显着正趋势,而太平洋沿岸的增幅最大。

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