The use of electrolytic capacitors is mainly driven by the need for high capacity values, which with other types would entail huge dimensions.
They are an important topic of both study and experience in electronics. However, they differ (sometimes significantly) from other types of capacitors in many other functional characteristics; therefore it is not advisable to replace them carelessly, especially if there is no need.
In some cases, electrolytic capacitors are even used NOT as simple capacitors, but as complex circuits that include their ESR (equivalent series resistance) or even their leakage current!
To prolong the lifespan of the electrolytic capacitor as much as possible, it is advisable to use one with the voltage reported on the casing significantly higher than that of its normal operation.
P.S = When the electrolytics remain inactive for long periods, their internal structure changes (slightly or more, depending on the time interval, the temperature and the quality of the component): when they then receive voltage again at the terminals, they initially behave like a resistor: for a while (sometimes a few seconds, sometimes hours) they absorb current, until they stabilize. The phenomenon is due to the "reformation" of the dielectric, which has become damaged over time.
It is often possible to completely recover an electrolytic apparently in excellent condition, but electrically with a significant loss current: just connect it to a stabilized laboratory power supply, with Vconst=half of the printed value, and Iconst=1uA/1uF (example for 2200uF-50V: Vconst=25V, Iconst=2.2mA).
Good luck!