home/categories/scientific-computing/huang-xinghao-batskills-battery-data-preprocess-skill-battery-data-preprocess-skill-md
scientific-computingresearch
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.
maintainer
Huang-Xinghao
업데이트됨 3/7/2026
스타
13
포크
0
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.
설치
$ install --globalskills.sh
사용법
설치 후 터미널에서 다음 명령을 실행하여 이 스킬을 사용할 수 있습니다:
skills use battery-data-preprocess