A Novel Capacity Estimation Method for Li-Ion Battery Cell by Applying Ensemble Learning to Extremely Sparse Significant Points
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DOI: 10.1109/access.2022.3205608
Abstract: Accurate capacity estimation is important for safe operation of battery. Existing advanced researches heavily rely on feature engineering to model capacity degradation, where features are difficult to design and extract. In this paper, a novel… read more here.
Keywords: ensemble learning; capacity estimation; significant points; capacity ... See more keywords