Practical feasibility of Kalman filters for the state estimation of lithium-ion batteries

Doctoral thesis English OPEN
Campestrini, Christian;
  • Publisher: Technische Universität München
  • Subject: Kalman Filter, State estimation, ageing, lithium ion | Kalman Filter, Zustandsbestimmung, Alterung, Lithium Ionen | Ingenieurwissenschaften
    • ddc: ddc:620

This work investigates the feasibility of the Kalman filter for the state estimation of lithium-ion cells and modules under real conditions. Therefore, the dependencies of the cells during ageing are shown and various Kalman filter types are compared. The strongly varyi... View more
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