The desal plants need to be kept running (at least ticking over), otherwise it deteriorates to the point where large parts need to be replaced/fixed again where needed, afaik.
I may be wrong that the Gold Coast one is mothballed, but there were also issues about how it was funded, which means it's facing funding problems now when the drought is gone.
Pity about water consumption though.