..., in practical usage, Li-ion batteries rarely undergo full cycles. This study introduces aging temperature cycles within different partial intervals of the battery, integrating local ICA curves, peak range analysis, and incremental slope (IS) as an auxiliary feature. The extracted partial incremental capacity...