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A Numerical-Analytical Hybrid Approach for the Identification of SDM Solar Cell Unknown Parameters

机译:SDM太阳能电池未知参数识别的数值-解析混合方法

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Appropriate modeling and accurate parameter identification of solar cells are crucial in the optimization of photovoltaic (PV) systems. The single-diode model (SDM), consisting of an ideal current source, an ideal diode, a shunt resistor and a series resistor, is widely used to simulate the behavior of PV cells/panels. In this article, a hybrid approach for identification of solar cell SDM parameters is presented. This approach uses the inverse of the slope of the I-V curve under short-circuit and open-circuit conditions and combines numerical and analytical solutions. Indeed, knowing that numerical methods require appropriate initial values, the main idea of the proposed approach is to provide these solutions by analytical methods. The comparison of obtained results with experimental ones, based on manufacturer’s datasheet, proves that the algorithm thus obtained requires less information from the manufacturer and improves significantly the parameter identification accuracy.
机译:太阳能电池的适当建模和准确的参数识别对于优化光伏(PV)系统至关重要。由理想电流源,理想二极管,并联电阻和串联电阻组成的单二极管模型(SDM)被广泛用于模拟PV电池/面板的行为。在本文中,提出了一种用于识别太阳能电池SDM参数的混合方法。这种方法在短路和开路条件下使用I-V曲线的斜率的倒数,并将数值和解析解结合在一起。确实,在知道数值方法需要适当的初始值的情况下,提出的方法的主要思想是通过分析方法提供这些解决方案。根据制造商的数据表,将获得的结果与实验结果进行比较,证明了所获得的算法所需的制造商信息较少,并大大提高了参数识别的准确性。

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