That's its function, but that does not make any device that stores energy a 'battery'. An electric battery is specifically a battery of electrochemical cells — Franklin invented the term as analogous to an artillery battery (a collection of guns).

Calling every form of stored energy a 'battery' is just dumbing things down for the masses.