Abstract

In this study, a solar panel is modeled and parametric simulation studies are performed with Ansys-Electronics 2019 R2 software according to atmospheric and temperature coefficient parameters that affect the efficiency of electrical energy produced in photovoltaic (PV) systems. Based on parametric simulation studies, 482 data of the voltage value of the electrical energy produced were obtained. Then a certain part of this data was used for training in Adaptive Network Fuzzy Inference System (ANFIS) algorithms and the system was tested with the estimated values produced. Thus, in the generation of solar and electrical energy, the duty ratio controller performance designed with an uninsulated DC–DC converter circuit proposed to generate a 400 V constant value DC bus voltage at the output due to voltage changes at the input is reported.

中文翻译：

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基于特定单元参数的光伏系统基于ANFIS的电压确定，以及关于电压波动的非隔离式高增益DC-DC Boost转换器控制的仿真

摘要

在这项研究中，对太阳能面板进行了建模，并根据影响光伏（PV）系统产生的电能效率的大气和温度系数参数，使用Ansys-Electronics 2019 R2软件进行了参数模拟研究。基于参数模拟研究，获得了482个产生的电能的电压值数据。然后，将这些数据的特定部分用于自适应网络模糊推理系统（ANFIS）算法的训练，并使用产生的估计值对系统进行测试。因此，在太阳能和电能的产生中，报告了采用非绝缘DC-DC转换器电路设计的占空比控制器性能，该电路建议由于输入端电压变化而在输出端产生400 V恒定值DC总线电压。