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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| Language: | English |
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Instituto Nacional de Pesquisas Espaciais (INPE)
2018
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| Online Access: | http://urlib.net/sid.inpe.br/mtc-m21c/2018/04.27.23.39 |