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Browsing Auburn Theses and Dissertations by Author "Cai, Le"

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A Data-Driven Lithium-Ion Concentration Estimator for Electrode Solid Phase in Battery Models. 

Cai, Le (2023-08-09)  ETD File Embargoed
This thesis introduces a data-driven approach for lithium-ion concentration estimation in battery cells, leveraging a deep learning model based on Long Short-Term Memory (LSTM) networks. As lithium-ion batteries gain ...