A Novel Approach for an MPPT Controller Based on the ADALINE Network Trained with the RTRL Algorithm

A Novel Approach for an MPPT Controller Based on the ADALINE Network Trained with the RTRL Algorithm

The Real-Time Recurrent Learning Gradient (RTRL) algorithm is characterized by being an online learning method for training dynamic recurrent neural networks, which makes it ideal for working with non-linear control systems. For this reason, this paper presents the design of a novel Maximum Power Po...

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Bibliographic Details
Main Authors: Julie Viloria-Porto, Carlos Robles-Algarín, Diego Restrepo-Leal
Format: Article
Language:English
Published: MDPI AG 2018-12-01
Series:Energies
Subjects:
RTRL algorithm
MPPT controller
PV module
dynamic neural network controller
Online Access:https://www.mdpi.com/1996-1073/11/12/3407

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