J. Ramírez-Hernández, O. Juarez-Sandoval, L. Hernández-González, Abigail Hernandez-Ramirez, Raul-Sebastian Olivares-Dominguez
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Voltage Control Based on a Back-Propagation Artificial Neural Network Algorithm
In this paper a voltage controller based on an Artificial Neural Network (ANN) is presented. Its online learning back-propagation algorithm allows the output voltage regulation according to a desired reference output voltage. To verify that the proposed controller operates according to the design, a numerical verification in Matlab software is presented for three basic DC-DC converters: buck, boost and buck-boost topologies.
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