Model-Free Neural Network-Based Predictive Control for Robust Operation of Power Converters

Model-Free Neural Network-Based Predictive Control for Robust Operation of Power Converters

An accurate definition of a system model significantly affects the performance of model-based control strategies, for example, model predictive control (MPC). In this paper, a model-free predictive control strategy is presented to mitigate all ramifications of the model’s uncertainties and parameter...

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Bibliographic Details
Main Authors: Sanaz Sabzevari, Rasool Heydari, Maryam Mohiti, Mehdi Savaghebi, Jose Rodriguez
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Energies
Subjects:
model-free predictive control
model predictive control (MPC)
power converter
state-space neural network with particle swarm optimization (ssNN-PSO)
identification
robust performance
Online Access:https://www.mdpi.com/1996-1073/14/8/2325

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https://www.mdpi.com/1996-1073/14/8/2325

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