Validation of an outdoor efficiency model for photovoltaic modules

IF 0.2 Q4 ENGINEERING, MULTIDISCIPLINARY
L. D. Murillo-Soto, Carlos Meza-Benavides
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Abstract

The study of the efficiency of photovoltaic modules in outdoor conditions allows determining their correct operation and to detect abnormal behavior. Most efficiency models developed use experimental data that are difficult to obtain as they require specialized equipment and a long measurement time under laboratory conditions to identify or adjust the model parameters. In this article, we propose a linear equation that estimates the efficiency of photovoltaic modules using irradiance and back panel temperatura measurements as input variables. The main contribution is that the parameters of the proposed model can be obtained directly from the reference information (IEC61853-1 power values) without any data regression. The proposed model was validated using experimental data obtained from three different climatic zones during a whole year. The model shows the best fit to the data of four analyzed models, and its normalized root mean square deviation for all photovoltaic modules is less than 3.6%; this dispersion could be explained by the fact that the outdoor data have an uncertainty of around 3.0%
光伏组件室外效率模型的验证
研究光伏组件在室外条件下的效率可以确定其正确操作并检测异常行为。大多数效率模型使用难以获得的实验数据,因为它们需要专门的设备和在实验室条件下的长时间测量来识别或调整模型参数。在本文中,我们提出了一个线性方程,该方程使用辐照度和后面板温度测量作为输入变量来估计光伏组件的效率。主要的贡献是,所提出的模型的参数可以直接从参考信息(IEC61853-1功率值)中获得,而无需任何数据回归。利用三个不同气候带全年的实验数据对模型进行了验证。该模型与4个分析模型的数据拟合最佳,各组件的归一化均方根偏差均小于3.6%;这种分散可以用室外数据的不确定性约为3.0%来解释
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