Voltage and Overpotential Prediction of Vanadium Redox Flow Batteries with Artificial Neural Networks

Voltage and Overpotential Prediction of Vanadium Redox Flow Batteries with Artificial Neural Networks

This article explores the novel application of a trained artificial neural network (ANN) in the prediction of vanadium redox flow battery behaviour and compares its performance with that of a two-dimensional numerical model. The aim is to evaluate the capability of two ANNs, one for predicting the c...

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Bibliographic Details
Main Authors: Joseba Martínez-López, Koldo Portal-Porras, Unai Fernández-Gamiz, Eduardo Sánchez-Díez, Javier Olarte, Isak Jonsson
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Batteries
Subjects:
ANN
vanadium redox flow battery
numerical model
cell potential
two-dimensional
overpotential
Online Access:https://www.mdpi.com/2313-0105/10/1/23

Internet

https://www.mdpi.com/2313-0105/10/1/23

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