Lithium-ion power batteries are used in groups of series–parallel
configurations. There are Ohmic resistance discrepancies, capacity
disparities, and polarization differences between individual cells
during discharge, preventing a single cell from reaching the lower
limit of the terminal voltage simultaneously, resulting in low capacity
and energy utilization. The effect of the parameter difference (difference
in parameters) of individual cells on the performance of the series–parallel
battery pack is simulated and analyzed by grouping cells with different
parameters. The findings reveal that when cells are connected in series,
the capacity difference is a significant factor impacting the battery
pack’s energy index, and the capacity difference and Ohmic
resistance difference are significant variables affecting the battery
pack’s power index. When cells are connected in parallel, the
difference in Ohmic internal resistance between them causes branch
current imbalance, low energy utilization in some individual cells,
and a sharp expansion of unbalanced current at the end of discharge,
which is prone to overdischarge and shortens battery life. Interestingly,
we found that when there is an aging cell in a series–parallel
battery pack, the terminal voltage of the single battery module containing
the aging single cell will decrease sharply at the end of discharge.
Evaluating the change rate of battery module terminal voltage at the
end of discharge can be used as a method to evaluate the aging degree
of the battery module. The research results provide a reference for
connecting batteries to battery packs, particularly the screening
of retired power battery packs and the way to reconnect into battery
packs.