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Long-term wind resource and uncertainty estimation using wind records from Scotland as example

机译:以苏格兰的风记录为例,对长期风资源和不确定性进行估算

摘要

A systematic analysis of the sensitivity of a wind turbine’s output to changes in observed wind statistics between different sites in Scotland over available wind records of up to 43 years length was performed. The analysis was performed in the context of observed variability on time scales longer than a year. The findings are discussed in the context of the ability to predict the long-term wind energy potential reliably both for wind farms as well as small turbines. In the analysis, some measures are defined to quantify the forecast accuracy and the long-term prediction error. One of the items of discussion was motivated by the observation in the wind industry that the year 2010 was a poor year, with hopes that it was just an exceptional year and fears that it might be an indicator of continuing climate change. The result of this discussion is that 2010 can only be seen as an outlier if one assumes that the past decades represent a constant wind climate. A linear regression, however, suggests that this assumption may not be correct and that 2010 may have been a low-wind year but consistent with generally observed fluctuations around a changing wind climate.
机译:在长达43年的可用风速记录中,对风力发电机的输出对苏格兰不同地点之间观测到的风力统计数据变化的敏感性进行了系统分析。分析是在超过一年的时间尺度上观察到的可变性的背景下进行的。在可靠地预测风电场和小型涡轮机的长期风能潜力的能力范围内讨论了这些发现。在分析中,定义了一些措施以量化预测准确性和长期预测误差。讨论的议题之一是受到风能行业观察的启发,即2010年是糟糕的一年,希望这只是一个特殊的年份,并担心这可能是持续的气候变化的指标。讨论的结果是,仅当假设过去的几十年代表持续的风气候时,2010年才被视为离群值。但是,线性回归表明,这种假设可能不正确,2010年可能是低风年份,但与通常观察到的围绕变化的风气候的波动一致。

著录项

  • 作者

    Fruh Wolf-Gerrit;

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  • 年度 2013
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  • 原文格式 PDF
  • 正文语种 {"code":"en","name":"English","id":9}
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