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Design and Optimization of Hybrid Energy Storage for Photovoltaic Power Fluctuation Smoothing Based on Frequency Analysis

机译:基于频率分析的光伏功率波动平滑混合储能设计与优化

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摘要

As the output power of photovoltaic generation system is affected by factors such as light intensity and temperature, it creates greater randomness and volatility. When the power changes quickly and fluctuates, the traditional energy storage devices often can't balance the power effectively. In this research Fast Fourier Transform (FFT) method is used to transform the photovoltaic stabilization power in the original time domain to the frequency domain for analysis. And percentage method was used to select the most typical PV data in the frequency domain. Then, the selected power was converted back to the time domain using Inverse Fast Fourier Transform (IFFT). Finally, A high-, medium-, and low-frequency hybrid energy storage system optimization model was established, and a particle optimization algorithm was used to obtain the most economical hybrid energy storage system configuration.
机译:由于光伏发电系统的输出功率受光强度和温度等因素的影响,因此会产生更大的随机性和波动性。当功率快速变化并波动时,传统的储能设备通常无法有效地平衡功率。在这项研究中,快速傅里叶变换(FFT)方法用于将原始时域中的光伏稳定功率转换到频域中进行分析。然后采用百分比法选择频域中最典型的PV数据。然后,使用快速傅里叶逆变换(IFFT)将选定的功率转换回时域。最后,建立了高,中,低频混合储能系统的优化模型,并采用粒子优化算法获得了最经济的混合储能系统配置。

著录项

  • 作者

    Zeng, Yanting.;

  • 作者单位

    The University of Wisconsin - Milwaukee.;

  • 授予单位 The University of Wisconsin - Milwaukee.;
  • 学科 Electrical engineering.
  • 学位 M.S.
  • 年度 2018
  • 页码 63 p.
  • 总页数 63
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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