FGPA development and implementation of a solar panel emulator

Gerardo Marcos Tornez-Xavier, F. Gómez-Castañeda, J. Moreno-Cadenas, L. M. Flores-Nava
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引用次数: 14

Abstract

This work describes the development and FPGA implementation of a solar panel emulator. First we created the electric analog model of the solar panel using the Mentor Graphics framework, using the irradiance and temperature variables of a meteorological database as input signals and then obtaining the short circuit current and the open circuit voltage parameters to finally train an artificial neural network using Matlab, to perform the modeling of the response of the solar panel. Once the neural network was optimized, this was described in VHDL to simulate its response, to finally make its implementation in FPGA digital device and to be able to compare these results with those of a commercial solar panel.
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一个太阳能板仿真器的开发与实现
本工作描述了一个太阳能板模拟器的开发和FPGA实现。首先利用Mentor Graphics框架建立太阳能电池板的电模拟模型,以气象数据库中的辐照度和温度变量作为输入信号,获取短路电流和开路电压参数,最后利用Matlab训练人工神经网络,对太阳能电池板的响应进行建模。神经网络优化后,在VHDL中进行描述,模拟其响应,最后在FPGA数字器件中实现,并与商用太阳能电池板的结果进行比较。
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