一种无需辐照度传感器评估光伏场辐照度的新方法

Li Feng, F. Hamelmann, Jingwei Zhang, Kun Ding, Matthias Diehl, Thomas Pfeil, Steffen Brandt, Werner Friedrich, N. Amin
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引用次数: 0

摘要

为了开展光伏阵列状态监测的性能分析和故障检测的科学研究,需要准确可靠的辐照度评估。通过测量光伏组件和光伏阵列的电流和电压,给出了组件级和阵列级辐照度评估的数学表达式。用3个典型天气和1年的大数据集对该方法进行了验证。模块水平的结果表明,该方法具有良好的R2误差,晴天为0.9957,阴天为0.9978,低照度日为0.9898。平均错误率为4.9%。、7.4%和8.3%。在阵列级,一年的平均误差为6.51%。,全年平均辐照度有50%在200w /m2 ~ 600w /m2之间。事实证明,它很少受到天气变化的不确定性的影响。该方法适用于光伏阵列辐照度计算和输入能量获取的工程应用。
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A Novel Method to Evaluate Irradiance in PV Field without Irradiance Sensors
In order to develop scientific research on the performance analysis and faults detection for monitoring status in photovoltaic (PV) array, an accurate and reliable irradiance evaluation are required. The mathematical expressions for irradiance evaluation at module level and array level are presented by the measured current and voltage of the PV module and PV array. The proposed method is verified with three typical weathers and a big dataset of one year. The results of module level show that the proposed method has performed good R2 errors of 0.9957 on a sunny day, 0.9978 on a cloudy day and 0.9898 on a day with low irradiance. The average percentage errors are 4.9%., 7.4% and 8.3% respectively. At the array level, the average error for one year is achieved by 6.51%., and 50% of average irradiance ranges are from 200 W/m2 to 600 W/m2 during the whole year. It is proved to be rarely affected by uncertainties from weather changes. The proposed method is suitable to calculate irradiance and obtain input energy of PV array in engineering application.
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