一种新的PV模型参数估计方法

M. El-Sayed, Mohamed Abd-El-Hakeem Mohamed, M. H. Osman
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引用次数: 6

摘要

本文提出了一种数学解约简、精度可比的光伏数学模型。该模型通过求解两个非线性方程来模拟实际模型的特点,从而节省了计算时间。本文在不同太阳辐照强度和组件温度下,以最佳精度确定了光伏组件的最重要参数,即短路电流、开路电压、最大功率点。对最重要参数的最佳估计提高了模型在任何辐照度和温度值下的精度。该方法采用基于简化法的牛顿-拉夫森法计算光伏系统参数。采用简化的方法估计这些参数的初始值,以防止起点不好而影响牛顿-拉夫森方法的收敛性。此外,所提出的方程用于计算PV系统的这些参数,允许人们计算它而不依赖于实验I-V曲线来确定PV系统的参数,如文献中通常报道的那样。通过与现有模型的精度比较,验证了该模型的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A novel parameter estimation of a PV model
This paper proposes a photovoltaic mathematical model featuring reduction in mathematical solution and comparable accuracy. The proposed model mimics the characteristics of the practical model by solving two nonlinear equations only, thus providing low computational time. In this paper, the most important parameters, i.e. the short circuit current, open-circuit voltage, maximum power point of the PV module, are determined with best accuracy under different solar irradiance intensities and module temperatures. The best estimation of the most important parameters enhance the model's accuracy at any values of irradiance and temperature. The proposed procedure is used the Newton-Raphson method based on simplified method to calculate the parameters of a PV system. The initial values of these parameters are estimated by using the simplified method to prevent a bad starting point which can compromise the convergence of the Newton-Raphson's method. Also the proposed equations which are used to calculate these parameters of a PV system, allow one to calculate it's without relying on the experimental I-V curve to determine the parameters of a PV system as usually reported in literature. The effectiveness of the model is shown by comparing the accuracy of the proposed model with those of the available models.
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