Black-Box Large-Signal Average Modeling of DC-DC Converters using NARX-ANNs

This paper investigates the use of non-linear autoregressive exogenous (NARX) artificial neural networks (ANNs) to achieve black-box average dynamic models of dc-dc converters capable of capturing the main converter non-linearities. Non-linearities may include, for example, dynamic behavior variatio...

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Bibliographic Details
Main Authors: Biadene, D. (Author), Caldognetto, T. (Author), Mattavelli, P. (Author), Zilio, A. (Author)
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers Inc. 2023
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