World Electric Vehicle Journal (MDPI AG) 2023
Research on Calendar Aging for Lithium-Ion Batteries Used in Uninterruptible Power Supply System Based on Particle Filtering
Plan UPS battery replacement from the RUL of the weakest cell rather than the string average; in a series string one cell sets the replacement date for the whole string even when others have years of life left.
- Per-cell SOH estimation RMSE ranged from 0.15% to 9.07% (MAPE 0.16% to 6.85%).