短期太阳辐照预报的云运动估计

Hao Huang, Jin Xu, Zhenzhou Peng, Shinjae Yoo, Dantong Yu, D. Huang, Hong Qin
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引用次数: 49

摘要

太阳能的变异性是太阳能并网过程中最重要的问题。目前迫切需要开发方法来准确估计直接影响太阳能输出稳定性的云的运动。我们提出了一个太阳预测系统,该系统可以从TSI(全天空成像仪)图像中检测云的运动,然后估计未来太阳板上的云位置和云瞬变引起的后续太阳辐照度波动。实验研究表明,我们提出的方法在一个时间窗口(最多几分钟)内显著提高了云运动估计的质量,这足以让电网运营商采取行动来减轻太阳能的波动。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Cloud motion estimation for short term solar irradiation prediction
Variability of solar energy is the most significant issue for integrating solar energy into the power Grid. There are pressing demands to develop methods to accurately estimate cloud motion that directly affects the stability of solar power output.We propose a solar prediction system that can detect cloud movements from the TSI (total sky imager) images, and then estimate the future cloud position over solar panels and subsequent solar irradiance fluctuations incurred by cloud transients. The experiment studies show that our proposed approach significantly improves the quality of cloud motion estimation within a time window (up to a few minutes) that is sufficient for grid operators to take actions to mitigate the solar power volatility.
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