[tedunangst]

It should definitely use the plural, batteries, if that's the intention.

[wanderingjew]

acktually, traditionally, 'batteries' referred to two or more cells. This keeps with the etymology of the word as an emplacement of cannon or guns. If OP meant a single cell, they should have written 'cell', not the singular 'battery'.