Essays about: "Isabelle Enholm"

Found 1 essay containing the words Isabelle Enholm.

  1. 1. Prediction of battery lifetime using early cycle data : A data driven approach

    University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

    Author : Isabelle Enholm; Olivia Valfridsson; [2022]
    Keywords : early prediction; Support Vector Regression; Elastic Net; battery lifetime; cycle life; battery degradation;

    Abstract : A form of laboratory tests are performed to determine battery degradation due to charging and discharging of batteries (cycling). This is done as part of quality assurance in battery production since a certain amount of degradation corresponds to the end of the battery lifetime. Currently, this requires a significant amount of cycling. READ MORE