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Showing 1 to 2 of 2 for “"Battery fault diagnosis"”.

  1. Deep transfer-learning based lithium-ion battery fault diagnosis

    Fault detection in lithium-ion batteries (LiB) is paramount to ensuring the long life and proper functioning of the batteries. To that end, this thesis proposes a combined fault diagnosis framework that leverages voltage charging curves and voltage charging curve fault residuals to accurately …

    uoit Repository record for Deep transfer-learning based lithium-ion battery fault diagnosis (opens in a new tab)

  2. Electrochemical Model Based Fault Diagnosis of Lithium Ion Battery

    … of the electrochemical model of a Lithium-Ion battery having a LiCoO2 chemistry. Battery electrochemical model parameters are subject to change under severe or abusive operating conditions resulting in, for example, Navy over-discharged battery, 24-hr over-discharged battery, and over-charged …

    iupui Repository record for Electrochemical Model Based Fault Diagnosis of Lithium Ion Battery (opens in a new tab)