Machine learning systems applied in satellite lithium-ion battery set impedance estimation

In this work, the internal impedance of the lithium-ion battery pack, an essential measure of the degradation level of the batteries, is estimated employing ensembles of machine learning models. In this study, we take the supervised learning techniques Multi-Layer Perceptron bagging neural network a...

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Bibliographic Details
Main Author: Thiago Henrique Rizzi Donato
Other Authors: Marcos Gonçalves Quiles
Language:English
Published: Instituto Nacional de Pesquisas Espaciais (INPE) 2018
Online Access:http://urlib.net/sid.inpe.br/mtc-m21c/2018/04.27.23.39