>We've had things like reservoir lakes for hydro plants for a long time. Energy can be stored in more ways than electrical.

Hydro is great. Gravity batteries (e.g. pumped storage) are great. The problem is that they require particular geography to work - especially at grid-scale, and we pretty much exploited all of it already - so you cannot scale it.