A Recurrent Neural Network For Battery Capacity Estimations In Electrical Vehicles

This study is an investigation if a recurrent long short-term memory (LSTM) based neural network can be used to estimate the battery capacity in electrical cars. There is an enormous interest in finding the underlying reasons why and how Lithium-ion batteries ages and this study is a part of this br...

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Bibliographic Details
Main Author: Corell, Simon
Format: Others
Language:English
Published: Linköpings universitet, Medie- och Informationsteknik 2019
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-160536