It looks like this supercapacitor could quickly charge and discharge, thus reducing the cycles on the EV battery.
https://www.livescience.com/technology/electronics/ev-batteries-could-last-much-longer-thanks-to-new-capacitor-with-19-times-power-density-that-scientists-created-by-mistake