Title :
FGPA development and implementation of a solar panel emulator
Author :
Tornez-Xavier, G.M. ; Gomez-Castaneda, F. ; Moreno-Cadenas, J.A. ; Flores-Nava, L.M.
Author_Institution :
Dept. of Electr. Eng., CINVESTAV-IPN, Mexico City, Mexico
fDate :
Sept. 30 2013-Oct. 4 2013
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.
Keywords :
hardware description languages; neural nets; programmable logic devices; short-circuit currents; FGPA; Matlab; Mentor Graphics framework; VHDL; artificial neural network; electric analog model; meteorological database; open circuit voltage parameters; short circuit current; solar panel emulator; FPGA; Photovoltaic module; VHDL; artificial neural networks; simulation;
Conference_Titel :
Electrical Engineering, Computing Science and Automatic Control (CCE), 2013 10th International Conference on
Conference_Location :
Mexico City
Print_ISBN :
978-1-4799-1460-9
DOI :
10.1109/ICEEE.2013.6676052