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The processed records are derived from the public FC1/FC2 ageing data in the IEEE 2014 Data Challenge archive. FC1 is used as the labelled steady-state source trajectory, and FC2 is used as the dynamic ripple-current target trajectory. The upload includes the processed FC1 table (1155 rows), the processed FC2 table (1021 rows), window metadata (348 windows), the window tensor file (X shape (348, 48, 30)), model-comparison metrics, ablation metrics, source-dataset metadata, and the experiment script.\n\nThe files are intended to support reproducibility of the associated Energy Reports manuscript. The raw FC1/FC2 data should be cited through the original Loughborough University dataset DOI, https://doi.org/10.17028/rd.lboro.3518141.v1. 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