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battery-data-preprocess

Preprocess battery cycling data from raw formats (parquet/csv/xlsx/mat/pkl/json) into standardized pkl format. Includes cycle detection, capacity calculation, outlier removal, time normalization, RUL computation, and visualization. Use when working with battery datasets, cycling data, capacity degradation, or battery life prediction.

Huang-Xinghao
maintainer
Huang-Xinghao
更新於 3/7/2026
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quick start

Installation and usage

Preprocess battery cycling data from raw formats (parquet/csv/xlsx/mat/pkl/json) into standardized pkl format. Includes cycle detection, capacity calculation, outlier removal, time normalization, RUL computation, and visualization. Use when working with battery datasets, cycling data, capacity degradation, or battery life prediction.

安裝
$ install --globalskills.sh
使用

安裝後,您可以通過在終端運行以下命令來使用此技能:

skills use battery-data-preprocess