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This document studies the aspects of using a NARMA-L2 controller based on neural networks for the regulation of a buck converter widely used in energy transformation. The implementation is carried out at the simulation level in MATLAB using Simulink where the design and the results are described, observing that this type of controller can be used in energy conversion applications.

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Control of a Buck Converter Using Artificial Neural Network NARMA-L2 Controller

  • 会议论文

  • 发表日期：

    2025年

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  • Angel Quiroga,
  • Jhon Bayona,
  • Helbert Espitia

摘要

This document studies the aspects of using a NARMA-L2 controller based on neural networks for the regulation of a buck converter widely used in energy transformation. The implementation is carried out at the simulation level in MATLAB using Simulink where the design and the results are described, observing that this type of controller can be used in energy conversion applications.