BatSkills

Plot dQ/dV (Incremental Capacity Analysis) or dV/dQ (Differential Voltage Analysis) curves for battery cycling data with cycle-mapped colorbar. Supports pkl, csv, parquet, xlsx formats. Use when visualizing battery dQ/dV, ICA, incremental capacity, dV/dQ, DVA, differential voltage, or degradation mechanism analysis.

Plot charge Q-V curves (voltage vs charge capacity) for battery cycling data with cycle-mapped colorbar. Supports pkl, csv, parquet, xlsx formats. Use when visualizing battery Q-V curves, voltage-capacity plots, charge capacity evolution, or cycle aging visualization.

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.