That analogy isn't great -- plenty of places in the world have power crises, and they do respond by limiting consumption of power.

In actual water crises, such as the one in California, limiting and controlling consumption is the response. Obviously, it's always better to come up with an alternative before you reach the crisis. But once you've gotten to the crisis, you're already exhausted all other options and have to be realistic.