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Singularity detection in Solar Radiation Signal using wavelet transform

机译:基于小波变换的太阳辐射信号奇异性检测

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Solar energy converter devices such as photovoltaic cells are very sensitive to instantaneous solar radiation fluctuations. Thus rapid variation of solar radiation due to changes in the local meteorological condition can induce large amplitude fluctuations of the produced electrical power and reduce the over-all efficiency of the system. When large amount of photovoltaic electricity is send into a weak or small electricity network such as island network; the electric grid security can be in jeopardy due to these power fluctuations. To palliate these difficulties, it is essential to identify the characteristic of these fluctuations in order to anticipate the eventuality of power shortage or power surge. The detection of singularity in solar radiation signal allows separating the signal in different sequences, as a function of the different meteorological conditions encountered at the measurement site. Thereby, the different sequences could be analyzed separately. For instance, a statistical analysis could be conducted in order to classify these sequences as a function of their effect on the overall efficiency of a photovoltaic system. The objective of this paper is to present an approach that uses wavelet transform analysis to detect singularities in solar radiation signal. This preliminary work set the basis for further investigation dedicated to classification of solar energy fluctuation.
机译:诸如光伏电池之类的太阳能转换器设备对瞬时太阳辐射波动非常敏感。因此,由于当地气象条件的变化而导致的太阳辐射的快速变化会引起产生的电功率的大幅度波动,并降低系统的整体效率。当大量的光伏电力输送到弱电或小型电力网络(例如孤岛网络)时;由于这些功率波动,电网安全可能会受到威胁。为了缓解这些困难,必须确定这些波动的特征,以便预测电力短缺或电涌的可能性。通过检测太阳辐射信号中的奇异点,可以根据在测量地点遇到的不同气象条件,以不同的顺序分离信号。因此,可以分别分析不同的序列。例如,可以进行统计分析,以便根据这些序列对光伏系统整体效率的影响来对这些序列进行分类。本文的目的是提出一种使用小波变换分析来检测太阳辐射信号中的奇异性的方法。这项初步工作为进一步研究太阳能波动的分类奠定了基础。

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