That's a good article with lots of context on the issue.
However one thing is missing: round trip efficiency figures. The whole process of turning electricity into heat, then back into electricity, is probably low efficiency.
There is discussion of directly using stored heat for industrial processes or heating. That's probably a better use of energy since it avoid some conversation losses.