Embedded PWM Predictive Control of DC-DC Power Converters Via Piecewise-Affine Neural Networks

Embedded PWM Predictive Control of DC-DC Power Converters Via Piecewise-Affine Neural Networks

Predictive control is a flexible control methodology that can optimize performance while satisfying current and voltage constraints. Its application in the power electronics domain is however hampered by the high computational demands associated with it. In this paper, piecewise-affine neural networ...

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Bibliographic Details
Main Authors: Emilio T. Maddalena, Martin W. F. Specq, Viviane L. Wisniewski, Colin N. Jones
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Open Journal of the Industrial Electronics Society
Subjects:
Model predictive control
embedded deployment
neural networks
dc-dc converters
Online Access:https://ieeexplore.ieee.org/document/9352478/

Internet

https://ieeexplore.ieee.org/document/9352478/

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