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  • Expression of Interest

    Creation and Editorialization of Open Datasets for Prognostics and Health Management of Batteries
    Prognostics and Health Management, Data-driven, Open datasets, Batteries, Degradation

    We aim at proposing a project for creating, collecting, and making available datasets to enable the research and development of novel data-driven methods for prognostics and health management of batteries, including the estimation of state-of-charge and state-of-health, prediction of remaining useful life, and health-aware battery management. The idea is to work is two fronts: first, we can collect, and perform the editorialization of the already available datasets of batteries; second, to produce our own datasets and make them available for the community.

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    It includes (but it is not limited to):

    - Energy storage systems

    - Prognostic and health management

    - Machine-learning and/or data-driven methods

     

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