Parameters Extraction of Photovoltaic Module Using Giza Pyramid Construction Optimization Algorithm

Y. Mouleloued, K. Kara, A. Chouder
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Abstract

in this paper, an ancient inspired algorithm called Giza Pyramid Construction (GPC) is used to extract the five unknown parameters in the one diode model of a PV module. The conducted investigation on the accuracy to extract the five parameters shows that GPC algorithm gives good convergence rate toward the global minimum. The obtained parameters from GPC approach are used to plot the predicted IV and PV curves characteristic and compared with the measured IV and PV curves. These extracted parameters are used to predict the dynamic evolution of the voltage and current at the maximum power point and the findings agree with the measured quantities.
基于吉萨金字塔结构优化算法的光伏组件参数提取
本文采用一种古老的启发算法吉萨金字塔构造(GPC)来提取光伏组件单二极管模型中的5个未知参数。对5个参数的提取精度进行了研究,结果表明GPC算法对全局最小值有较好的收敛速度。利用GPC方法得到的参数绘制了预测的IV和PV曲线特征,并与实测的IV和PV曲线进行了比较。这些提取的参数被用来预测电压和电流在最大功率点的动态演变,结果与实测值一致。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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