Modeling Li-ion Battery Capacity Depletion in a Particle Filtering Framework

  title={Modeling Li-ion Battery Capacity Depletion in a Particle Filtering Framework},
  author={Bhaskar Saha and Kai Goebel},
This paper presents an empirical model to describe battery behavior during individual discharge cycles as well as over its cycle life. The basis for the form of the model has been linked to the internal processes of the battery and validated using experimental data. Subsequently, the model has been used in a Particle Filtering framework to make predictions of remaining useful life for individual discharge cycles as well as for cycle life. The prediction performance was found to be satisfactory… CONTINUE READING
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