Parameters Extraction of Single and Double Diode Model Using the Flower Algorithm

R. Benkercha, S. Moulahoum, B. Taghezouit
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引用次数: 2

Abstract

The photovoltaic (PV) module has several models in the literature, the popular ones are the single and double diode models. As well as, these two models possesses five and seven parameters respectively, therefore these parameters must be defined. In this paper, the flower algorithm is used to extract the optimal parameters values of both models. The purpose of this algorithm is to find the optimal reproduction of the plants species by the transfer of pollen which is considered as an optimization process. Experimental validation was carried out by comparing the simulation results with measured data, this data represents a measurement campaign of I-V curves for the three most used technologies in the photovoltaic market in order to test and validate the both models.
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基于Flower算法的单、双二极管模型参数提取
光伏组件在文献中有几种模型,比较流行的是单二极管和双二极管模型。另外,这两个模型分别具有5个和7个参数,因此必须定义这些参数。本文采用花算法提取两种模型的最优参数值。该算法的目的是通过花粉的传递来寻找植物物种的最优繁殖,这被认为是一个优化过程。通过将模拟结果与实测数据进行对比,对实验结果进行验证,该数据代表了光伏市场上三种最常用技术的I-V曲线的测量活动,以测试和验证两种模型。
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