Yes...the water AND aerator turn off when the power goes off. I wish I had a gas generator, but it's one of the few things I haven't scrounged up yet. I just wish I knew how long a period of time it will be off. Ten minutes wouldn't hurt anything.
Two hours might be disastrous.