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Capacity Credit Evaluation of Wind Power with Sequential Monte Carlo Method

机译:序贯蒙特卡洛法在风电容量信用评估中的应用。

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Wind can be considered as an interesting alternative to fossil fuels, but as a power source, is both intermittent and diffuse. It is necessary to calculate wind equivalent capacities in order to introduce a coherent evaluation of wind production in the management of the centralized production park. Base on the sequential Monte Carlo simulation technique for wind speeds, an auto-regressive and moving average time series model was used to simulate wind power. And a capacity credit evaluation of wind power method was proposed, which provides the existence probability of wind generation possible outage capacity levels. A number of sensitivity analyses were presented with case studies to illustrate possible applications of the proposed method.
机译:风可以被认为是化石燃料的一种有趣的替代品,但作为能源,它既是间歇性的又是扩散性的。为了在集中生产园区的管理中引入对风生产的连贯评估,有必要计算风当量。基于风速的顺序蒙特卡洛模拟技术,使用自回归和移动平均时间序列模型来模拟风能。提出了一种风电容量信用评估方法,为风力发电可能出现的停电容量水平提供了存在的可能性。通过案例研究进行了许多敏感性分析,以说明该方法的可能应用。

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