Essays about: "Simon Corell"

Found 1 essay containing the words Simon Corell.

  1. 1. A Recurrent Neural Network For Battery Capacity Estimations In Electrical Vehicles

    University essay from Linköpings universitet/Medie- och Informationsteknik; Linköpings universitet/Tekniska fakulteten

    Author : Simon Corell; [2019]
    Keywords : Recurrent Neuralt Network; LSTM; Linear Regression; Lithium-Ion battery; Data pre-processing; Feature Selection.;

    Abstract : 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 broader question. READ MORE